r3186: *** empty log message ***

diff --git a/base.lisp b/base.lisp
new file mode 100644 (file)
index 0000000..587a843
--- /dev/null
+++ b/base.lisp
@@ -0,0 +1,507 @@
+;;;; -*- Mode: Lisp; Syntax: ANSI-Common-Lisp; Base: 10; Package: reversi -*-
+;;;;***************************************************************************
+;;;;
+;;;; FILE IDENTIFICATION
+;;;; 
+;;;;  Name:           base.lisp
+;;;;  Purpose:        Basic functions for reversi
+;;;;  Programer:      Kevin Rosenberg based on code by Peter Norvig
+;;;;  Date Started:   1 Nov 2001
+;;;;
+;;;; $Id: base.lisp,v 1.1 2002/10/25 12:42:42 kevin Exp $
+;;;;
+;;;; This file is Copyright (c) 2001-2002 by Kevin M. Rosenberg 
+;;;; and Copyright (c) 1998-2002 Peter Norvig
+;;;;
+;;;; Reversi users are granted the rights to distribute and use this software
+;;;; as governed by the terms of the Lisp Lesser GNU Public License
+;;;; (http://opensource.franz.com/preamble.html), also known as the LLGPL.
+;;;;***************************************************************************
+
+(in-package :reversi)
+(declaim (optimize (safety 1) (debug 3) (speed 3) (compilation-speed 0)))
+
+
+(defparameter +all-directions+ '(-11 -10 -9 -1 1 9 10 11))
+(defconstant +default-max-minutes+ 30)
+
+(defconstant empty 0 "An empty square")
+(defconstant black 1 "A black piece")
+(defconstant white 2 "A white piece")
+(defconstant outer 3 "Marks squares outside the 8x8 board")
+;;(declaim (type (unsigned-byte 8) empty black white outer))
+(declaim (type fixnum empty black white outer))
+
+#|
+(deftype piece () '(unsigned-byte 8))
+(deftype player () '(unsigned-byte 8))
+(deftype move () '(unsigned-byte 8))
+(deftype square () '(unsigned-byte 8))
+|#
+
+(deftype piece () 'fixnum)
+(deftype player () 'fixnum)
+(deftype move () 'fixnum)
+(deftype square () 'fixnum)
+(deftype dir () 'fixnum)
+(deftype board () '(simple-array fixnum (100)))
+;;(deftype board () '(simple-array (unsigned-byte 8) (100)))
+(deftype clock () '(simple-array integer (3)))
+
+(defun make-moves ()
+  (make-array 60 :element-type 'cons :fill-pointer 0
+             :adjustable nil))
+(deftype moves () '(array cons (60)))
+
+
+(defclass reversi-game ()
+  ((bl-strategy :initarg :bl-strategy
+               :documentation "Strategy function for black"
+               :reader bl-strategy)
+   (wh-strategy :initarg :wh-strategy
+               :documentation "Strategy function for white"
+               :reader wh-strategy)
+   (board :type board :initarg :board
+         :documentation "The board configuration"
+         :reader board)
+   (move-number :type fixnum :initarg :move-number 
+               :documentation "The number of the move to be played"
+               :accessor move-number)
+   (player :type player :initarg :player
+               :documentation "ID of next player to move"
+               :accessor player)
+   (moves :type moves :initarg :moves
+         :documentation "An array of moves played in the game"
+         :accessor moves)
+   (print? :type boolean :initarg :print?
+          :documentation "Whether to print progress of this game"
+          :reader print?)
+   (record-game? :type boolean :initarg :record-game?
+          :documentation "Whether to record moves and clcck of this game"
+          :reader record-game?)
+   (final-result :type fixnum :initarg :final-result
+                :documentation "Final count, is NIL while game in play"
+                :accessor final-result)
+   (max-minutes :type fixnum :initarg :max-minutes
+               :documentation "Maximum minites for each player"
+               :reader max-minutes)
+   (clock :type clock :initarg :clock :initform nil
+         :documentation "An array of time-units left"
+         :accessor clock))
+  (:default-initargs 
+      :bl-strategy nil
+    :wh-strategy nil
+    :board (initial-board)
+    :move-number 1
+    :player black
+    :moves (make-moves)
+    :print? nil
+    :record-game? nil
+    :final-result nil
+    :max-minutes +default-max-minutes+
+    :clock (make-clock +default-max-minutes+)))
+
+
+(defun name-of (piece) (char ".@O?" piece))
+(defun title-of (piece) (nth (1- piece) '("Black" "White")) )
+       
+(defmacro opponent (player) 
+  `(if (= ,player black) white black))
+
+(defmacro bref (board square)
+  `(the piece (aref (the board ,board) (the square ,square))))
+
+(defparameter all-squares
+    (loop for i from 11 to 88 when (<= 1 (mod i 10) 8) collect i)
+  "A list of all squares")
+
+(defun initial-board ()
+  "Return a board, empty except for four pieces in the middle."
+  ;; Boards are 100-element vectors, with elements 11-88 used,
+  ;; and the others marked with the sentinel OUTER.  Initially
+  ;; the 4 center squares are taken, the others empty.
+  (let ((board (make-array 100 :element-type 'fixnum
+                           :initial-element outer
+                          :adjustable nil :fill-pointer nil)))
+    (declare (type board board))
+    (dolist (square all-squares)
+      (declare (fixnum square))
+      (setf (bref board square) empty))
+    (setf (bref board 44) white   (bref board 45) black
+          (bref board 54) black   (bref board 55) white)
+    board))
+
+(defun copy-board (board)
+  (copy-seq board))
+
+(defgeneric make-clock (clock))
+(defmethod make-clock ((clock array))
+  (make-array (+ 1 (max black white))
+             :element-type 'integer
+             :initial-contents clock
+             :adjustable nil
+             :fill-pointer nil))
+
+(defmethod make-clock ((minutes integer))
+  (make-array (+ 1 (max black white))
+             :element-type 'integer
+             :initial-element 
+             (* minutes 60 
+                internal-time-units-per-second)
+             :adjustable nil
+             :fill-pointer nil))
+
+(defun count-difference (player board)
+  "Count player's pieces minus opponent's pieces."
+  (declare (type board board)
+          (fixnum player))
+  (- (count player board)
+     (count (opponent player) board)))
+
+(defun valid-p (move)
+  (declare (type move move))
+  "Valid moves are numbers in the range 11-88 that end in 1-8."
+  (and (typep move 'move) (<= 11 move 88) (<= 1 (mod move 10) 8)))
+
+#+ignore
+(defun legal-p (move player board)
+  "A Legal move must be into an empty square, and it must
+  flip at least one opponent piece."
+  (declare (type board board)
+          (type move move)
+          (type player player))
+  (and (= (the piece (bref board move)) empty)
+       (some #'(lambda (dir) (declare (type dir dir)) (would-flip? move player board dir))
+             +all-directions+)))
+
+#+ignore
+(defun legal-p (move player board)
+  "A Legal move must be into an empty square, and it must
+  flip at least one opponent piece."
+  (declare (type board board)
+          (type move move)
+          (type player player)
+          (optimize speed (safety 0))
+)
+  (if (= (bref board move) empty)
+      (block search
+       (let ((i 0))
+         (declare (fixnum i))
+         (tagbody t
+           (when (>= i 8) (return-from search nil))
+           (when (would-flip? move player board (aref +all-directions+ i))
+             (return-from search t))
+           (incf i)
+           (go t))))
+    nil))
+
+(defun legal-p (move player board)
+  "A Legal move must be into an empty square, and it must
+  flip at least one opponent piece."
+  (declare (type board board)
+          (type move move)
+          (type player player)
+          (optimize (speed 3) (safety 0))
+)
+  (if (= (the piece (bref board move)) empty)
+      (block search
+       (dolist (dir +all-directions+)
+         (declare (type dir dir))
+         (when (would-flip? move player board dir)
+           (return-from search t)))
+       (return-from search nil))
+    nil))
+
+(defstruct (state (:constructor make-state-struct))
+  move player board clock)
+
+(defun make-state (move player clock board)
+  (make-state-struct :move move :player player :clock (make-clock clock) :board (copy-board board)))
+
+(defun make-game-move (game move player)
+  (when (record-game? game)
+    (vector-push (make-state move player (clock game) (board game))
+                (moves game)))
+  (make-move move player (board game))
+  (incf (move-number game)))
+
+(defun reset-game (game &optional (move-number 1))
+  (if (record-game? game)
+      (when (< move-number (move-number game))
+       (let ((old-state (aref (moves game) (1- move-number))))
+         (if old-state
+             (progn
+               (setf (player game) (state-player old-state))
+               (replace-board (board game) (state-board old-state))
+               (replace (clock game) (state-clock old-state))
+               (setf (fill-pointer (moves game)) (1- move-number))
+               (setf (move-number game) move-number))
+           (warn "Couldn't find old state"))))
+  (warn "Tried to reset game, but game is not being recorded")))
+  
+(defun make-move (move player board)
+  "Update board to reflect move by player"
+  ;; First make the move, then make any flips
+  (declare (type board board)
+          (type move move)
+          (type player)
+          (optimize (speed 3) (safety 0))
+)
+  (setf (bref board move) player)
+  (dolist (dir +all-directions+)
+    (declare (type dir dir))
+    (make-flips move player board dir))
+  board)
+
+(defun make-flips (move player board dir)
+  "Make any flips in the given direction."
+  (declare (type board board)
+          (type move move)
+          (type player player)
+          (type dir dir)
+          (optimize (speed 3) (safety 0))
+)
+  (let ((bracketer (would-flip? move player board dir)))
+    (when bracketer
+      (loop for c from (+ move dir) by dir until (= c (the fixnum bracketer))
+            do (setf (bref board c) player)))))
+
+(defun would-flip? (move player board dir)
+  "Would this move result in any flips in this direction?
+  If so, return the square number of the bracketing piece."
+  ;; A flip occurs if, starting at the adjacent square, c, there
+  ;; is a string of at least one opponent pieces, bracketed by 
+  ;; one of player's pieces
+  (declare (type board board)
+          (type move move)
+          (type player player)
+          (type dir dir)
+          (optimize (speed 3) (safety 0))
+)
+  (let ((c (+ move dir)))
+    (declare (type square c))
+    (and (= (the piece (bref board c)) (the player (opponent player)))
+         (find-bracketing-piece (+ c dir) player board dir))))
+
+(defun find-bracketing-piece (square player board dir)
+  "Return the square number of the bracketing piece."
+  (declare (type board board)
+          (type square square)
+          (type player player)
+          (type dir dir)
+          (optimize (speed 3) (safety 0))
+)
+  (cond ((= (bref board square) player) square)
+        ((= (bref board square) (the player (opponent player)))
+         (find-bracketing-piece (the square (+ square dir)) player board dir))
+        (t nil)))
+
+(defun next-to-play (board previous-player &optional (print nil))
+  "Compute the player to move next, or NIL if nobody can move."
+  (declare (type board board)
+          (type player previous-player)
+          (type boolean print))
+  (let ((opp (opponent previous-player)))
+    (cond ((any-legal-move? opp board) opp)
+          ((any-legal-move? previous-player board) 
+           (when print
+             (format t "~&~c has no moves and must pass."
+                     (name-of opp)))
+           previous-player)
+          (t nil))))
+
+(defun any-legal-move? (player board)
+  "Does player have any legal moves in this position?"
+  (declare (type player player)
+          (type board board))
+  (some #'(lambda (move) (declare (type move move)) (legal-p move player board))
+        all-squares))
+
+
+(defun legal-moves (player board)
+  "Returns a list of legal moves for player"
+  ;;*** fix, segre, 3/30/93.  Was remove-if, which can share with all-squares.
+  (declare (type player player)
+          (type board board))
+  (loop for move in all-squares
+      when (legal-p move player board) collect move))
+
+#-allegro
+(defun replace-board (to from)
+  (replace to from))
+
+#+ignore
+(defun replace-board (to from)
+  (declare (type board to from)
+           (optimize (safety 0) (debug 0) (speed 3))
+)
+  (dotimes (i 100)
+    (declare (type 'fixnum i))
+    (setf (aref to i) (aref from i)))
+  to)
+
+#+allegro
+(defun replace-board (to from)
+  (declare (type board to from))
+  (ff::fslot-memory-copy to 0 400 from)
+  to)
+
+(defvar *ply-boards*
+  (apply #'vector (loop repeat 40 collect (initial-board))))
+
+
+
+(defvar *move-number* 1 "The number of the move to be played")
+(declaim (type fixnum *move-number*))
+
+(defun make-game (bl-strategy wh-strategy 
+                 &key 
+                 (print t) 
+                 (minutes +default-max-minutes+)
+                 (record-game nil))
+  (let ((game
+        (make-instance 'reversi-game :bl-strategy bl-strategy
+                       :wh-strategy wh-strategy
+                       :print? print
+                       :record-game? record-game
+                       :max-minutes minutes)))
+    (setf (clock game) (make-clock minutes))
+    game))
+
+(defun play-game (game)
+  (catch 'game-over
+    (until (null (player game))
+          (setq *move-number* (move-number game))
+          (get-move game
+                    (if (= (player game) black) 
+                        (bl-strategy game)
+                      (wh-strategy game))
+                    (player game)
+                    (board game) (print? game) (clock game))
+          (setf (player game) 
+            (next-to-play (board game) (player game) (print? game)))
+          (incf (move-number game))))
+  (when (print? game)
+    (format t "~&The game is over.  Final result:")
+    (print-board (board game) (clock game)))
+  (count-difference black (board game)))
+
+
+
+(defun reversi (bl-strategy wh-strategy 
+                &optional (print t) (minutes +default-max-minutes+))
+  (play-game (make-game bl-strategy wh-strategy :print print
+                       :record-game nil :minutes minutes)))
+
+
+#+ignore
+(defun reversi (bl-strategy wh-strategy 
+                &optional (print t) (minutes 30))
+  "Play a game of reversi.  Return the score, where a positive
+  difference means black, the first player, wins."
+  (let ((board (initial-board))
+        (clock (make-clock minutes)))
+    (declare (type board board))
+    (catch 'game-over
+      (loop for *move-number* from 1
+            for player = black then (next-to-play board player print)
+            for strategy = (if (eql player black) 
+                               bl-strategy
+                               wh-strategy)
+            until (null player)
+            do (get-move nil strategy player board print clock))
+      (when print
+        (format t "~&The game is over.  Final result:")
+        (print-board board clock))
+      (count-difference black board))))
+
+(defvar *clock* (make-clock +default-max-minutes+) "A copy of the game clock")
+(defvar *board* (initial-board) "A copy of the game board")
+
+(defun get-move (game strategy player board print clock)
+  "Call the player's strategy function to get a move.
+  Keep calling until a legal move is made."
+  ;; Note we don't pass the strategy function the REAL board.
+  ;; If we did, it could cheat by changing the pieces on the board.
+  (when print (print-board board clock))
+  (replace *clock* clock)
+  (let* ((t0 (get-internal-real-time))
+         (move (funcall strategy player (replace-board *board* board)))
+         (t1 (get-internal-real-time)))
+    (decf (elt clock player) (- t1 t0))
+    (cond
+      ((< (elt clock player) 0)
+       (format t "~&~c has no time left and forfeits."
+               (name-of player))
+       (throw 'game-over (if (eql player black) -64 64)))
+      ((eq move 'resign)
+       (throw 'game-over (if (eql player black) -64 64)))
+      ((and (valid-p move) (legal-p move player board))
+       (when print
+         (format t "~&~c moves to ~a." 
+                 (name-of player) (88->h8 move)))
+       (make-game-move game move player))
+      (t (warn "Illegal move: ~a" (88->h8 move))
+         (get-move game strategy player board print clock)))))
+
+
+(defun random-reversi-series (strategy1 strategy2 
+                              n-pairs &optional (n-random 10))
+  "Play a series of 2*n games, starting from a random position."
+  (reversi-series
+    (switch-strategies #'random-strategy n-random strategy1)
+    (switch-strategies #'random-strategy n-random strategy2)
+    n-pairs))
+
+(defun switch-strategies (strategy1 m strategy2)
+  "Make a new strategy that plays strategy1 for m moves,
+  then plays according to strategy2."
+  #'(lambda (player board)
+      (funcall (if (<= *move-number* m) strategy1 strategy2)
+               player board)))
+
+(defun reversi-series (strategy1 strategy2 n-pairs)
+  "Play a series of 2*n-pairs games, swapping sides."
+  (let ((scores
+          (loop repeat n-pairs
+             for random-state = (make-random-state)
+             collect (reversi strategy1 strategy2 nil)
+             do (setf *random-state* random-state)
+             collect (- (reversi strategy2 strategy1 nil)))))
+    ;; Return the number of wins (1/2 for a tie),
+    ;; the total of the point differences, and the
+    ;; scores themselves, all from strategy1's point of view.
+    (values (+ (count-if #'plusp scores)
+               (/ (count-if #'zerop scores) 2))
+            (apply #'+ scores)
+            scores)))
+
+(defun round-robin (strategies n-pairs &optional
+                    (n-random 10) (names strategies))
+  "Play a tournament among the strategies.
+  N-PAIRS = games each strategy plays as each color against
+  each opponent.  So with N strategies, a total of
+  N*(N-1)*N-PAIRS games are played."
+  (let* ((N (length strategies))
+         (totals (make-array N :initial-element 0))
+         (scores (make-array (list N N)
+                             :initial-element 0)))
+    ;; Play the games
+    (dotimes (i N)
+      (loop for j from (+ i 1) to (- N 1) do 
+          (let* ((wins (random-reversi-series
+                         (elt strategies i)
+                         (elt strategies j)
+                         n-pairs n-random))
+                 (losses (- (* 2 n-pairs) wins)))
+            (incf (aref scores i j) wins)
+            (incf (aref scores j i) losses)
+            (incf (aref totals i) wins)
+            (incf (aref totals j) losses))))
+    ;; Print the results
+    (dotimes (i N)
+      (format t "~&~a~20T ~4f: " (elt names i) (elt totals i))
+      (dotimes (j N)
+        (format t "~4f " (if (eql i j) '---
+                          (aref scores i j)))))))
+

diff --git a/debian/rules b/debian/rules
index ec0b6f17860cdf7e982f7c9f6299be301b0c93bc..5240979b6c2b70e7544b8d79decfc318facb372c 100755 (executable)
--- a/debian/rules
+++ b/debian/rules
@@ -42,7 +42,7 @@ install: build
        dh_clean -k
        # Add here commands to install the package into debian/reversi.
        dh_installdirs $(clc-systems) $(clc-reversi)
-       dh_install reversi.asd $(shell echo *.lisp) data $(clc-reversi)
+       dh_install reversi.asd $(shell echo *.lisp *.dat) $(clc-reversi)
        dh_link $(clc-reversi)/reversi.asd $(clc-systems)/reversi.asd
 
 # Build architecture-independent files here.

diff --git a/edge-table-storage.lisp b/edge-table-storage.lisp
index 1d2d6e17f2ec1883c022a9e4026ca2dceb6fecf9..d09f4166aeea8ee23859da69464b7b18693cb734 100644 (file)
--- a/edge-table-storage.lisp
+++ b/edge-table-storage.lisp
@@ -7,7 +7,7 @@
 ;;;;  Programer:      Kevin Rosenberg
 ;;;;  Date Started:   1 Nov 2001
 ;;;;
-;;;; $Id: edge-table-storage.lisp,v 1.2 2002/10/25 09:23:39 kevin Exp $
+;;;; $Id: edge-table-storage.lisp,v 1.3 2002/10/25 12:39:15 kevin Exp $
 ;;;;
 ;;;; This file is Copyright (c) 2002 by Kevin M. Rosenberg
 ;;;;
@@ -18,28 +18,29 @@
 
 (in-package :reversi)
 
-(eval-when (:compile-toplevel :load-toplevel :execute)
+(defparameter *et-path* nil)
 
-  (defparameter *et-path* nil)
-
-  (if *load-truename*
+(eval-when (:load-toplevel :execute)
+  (let ((precompiled-path (make-pathname
+                          :directory '(:absolute "usr" "share" "common-lisp"
+                                                 "source" "reversi")
+                          :name "edge-table"
+                          :type "dat")))
+    (if (probe-file precompiled-path)
+       (setq *et-path* precompiled-path)
       (setq *et-path* (make-pathname
                       :directory (pathname-directory *load-truename*)
                       :host (pathname-host *load-truename*)
                       :device (pathname-device *load-truename*)
                       :name "edge-table"
-                      :type "dat"))
-    (setq *et-path* (make-pathname
-                    :directory '(:absolute "usr" "share" "common-lisp"
-                                           "source" "reversi" "data")
-                    :name "edge-table"
-                    :type "dat")))
+                      :type "dat"))))
 
   (defun store-edge-table (et &optional (path *et-path*)) 
     (with-open-file (stream path :direction :output
                            :if-exists :supersede)
       (print (length et) stream)
       (dotimes (i (length et))
+       (declare (fixnum i))
        (print (aref et i) stream))))
   
   (defun load-edge-table (&optional (path *et-path*))
@@ -48,10 +49,12 @@
        (let* ((length (read stream))
               (et (make-array length :element-type 'fixnum)))
                      (dotimes (i length)
+                       (declare (fixnum i))
                        (setf (aref et i) (read stream)))
                      et))))
   
   (unless (probe-file *et-path*)
+    (format *trace-output* ";; Recompiling edge-table, this make take several minutes")
     (store-edge-table (make-edge-table)))
   
   (unless *edge-table*

diff --git a/edge-table.dat b/edge-table.dat
new file mode 100644 (file)
index 0000000..176985f
--- /dev/null
+++ b/edge-table.dat
@@ -0,0 +1,59051 @@
+
+59049 
+0 
+-1688 
+2297 
+1160 
+1160 
+1160 
+-477 
+-477 
+-477 
+892 
+-1490 
+2496 
+2318 
+2318 
+2318 
+-725 
+-725 
+-725 
+228 
+-1888 
+2098 
+2824 
+2824 
+2824 
+-1659 
+-1659 
+-1659 
+498 
+-1489 
+2500 
+1172 
+1172 
+1172 
+-472 
+-472 
+-472 
+1404 
+-1290 
+2911 
+3315 
+3315 
+3315 
+-650 
+-650 
+-650 
+2824 
+2824 
+2824 
+869 
+869 
+869 
+-1825 
+-1825 
+-1825 
+223 
+-1895 
+2094 
+1630 
+1630 
+1630 
+-534 
+-534 
+-534 
+1010 
+-1471 
+2597 
+3832 
+3832 
+3832 
+-273 
+-273 
+-273 
+63 
+-2264 
+1895 
+3832 
+3832 
+3832 
+-2659 
+-2659 
+-2659 
+544 
+-1501 
+2487 
+1318 
+1318 
+1318 
+-311 
+-311 
+-311 
+991 
+-1492 
+2470 
+2356 
+2356 
+2356 
+-525 
+-525 
+-525 
+362 
+-1694 
+2291 
+3832 
+3832 
+3832 
+-1660 
+-1660 
+-1660 
+664 
+-1323 
+2683 
+1350 
+1350 
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\ No newline at end of file

diff --git a/original/othello-orig.lisp b/original/othello-orig.lisp
new file mode 100644 (file)
index 0000000..d964c83
--- /dev/null
+++ b/original/othello-orig.lisp
@@ -0,0 +1,451 @@
+;;;; -*- Mode: Lisp; Syntax: Common-Lisp -*-
+;;;; Code from Paradigms of AI Programming
+;;;; Copyright (c) 1991 Peter Norvig
+
+;;;; File othello.lisp: An othello monitor, with all strategies
+;;;; up to and including section 18.8
+
+;;; One bug fix by Alberto Segre, segre@cs.cornell.edu, March 1993.
+
+(defun mappend (fn list)
+  "Append the results of calling fn on each element of list.
+  Like mapcon, but uses append instead of nconc."
+  (apply #'append (mapcar fn list)))
+
+(defun random-elt (seq) 
+  "Pick a random element out of a sequence."
+  (elt seq (random (length seq))))
+
+(defun concat-symbol (&rest args)
+  "Concatenate symbols or strings to form an interned symbol"
+  (intern (format nil "~{~a~}" args)))
+
+(defun cross-product (fn xlist ylist)
+  "Return a list of all (fn x y) values."
+  (mappend #'(lambda (y)
+               (mapcar #'(lambda (x) (funcall fn x y))
+                       xlist))
+           ylist))
+
+(defconstant all-directions '(-11 -10 -9 -1 1 9 10 11))
+
+(defconstant empty 0 "An empty square")
+(defconstant black 1 "A black piece")
+(defconstant white 2 "A white piece")
+(defconstant outer 3 "Marks squares outside the 8x8 board")
+
+(deftype piece () `(integer ,empty ,outer))
+
+(defun name-of (piece) (char ".@O?" piece))
+
+(defun opponent (player) (if (eql player black) white black))
+
+(deftype board () '(simple-array piece (100)))
+
+(defun bref (board square) (aref board square))
+(defsetf bref (board square) (val) 
+  `(setf (aref ,board ,square) ,val))
+
+(defun copy-board (board)
+  (copy-seq board))
+
+(defconstant all-squares
+  (loop for i from 11 to 88 when (<= 1 (mod i 10) 8) collect i))
+
+(defun initial-board ()
+  "Return a board, empty except for four pieces in the middle."
+  ;; Boards are 100-element vectors, with elements 11-88 used,
+  ;; and the others marked with the sentinel OUTER.  Initially
+  ;; the 4 center squares are taken, the others empty.
+  (let ((board (make-array 100 :element-type 'piece
+                           :initial-element outer)))
+    (dolist (square all-squares)
+      (setf (bref board square) empty))
+    (setf (bref board 44) white   (bref board 45) black
+          (bref board 54) black   (bref board 55) white)
+    board))
+
+(defun count-difference (player board)
+  "Count player's pieces minus opponent's pieces."
+  (- (count player board)
+     (count (opponent player) board)))
+
+(defun valid-p (move)
+  "Valid moves are numbers in the range 11-88 that end in 1-8."
+  (and (integerp move) (<= 11 move 88) (<= 1 (mod move 10) 8)))
+
+(defun legal-p (move player board)
+  "A Legal move must be into an empty square, and it must
+  flip at least one opponent piece."
+  (and (eql (bref board move) empty)
+       (some #'(lambda (dir) (would-flip? move player board dir))
+             all-directions)))
+
+(defun make-move (move player board)
+  "Update board to reflect move by player"
+  ;; First make the move, then make any flips
+  (setf (bref board move) player)
+  (dolist (dir all-directions)
+    (make-flips move player board dir))
+  board)
+
+(defun make-flips (move player board dir)
+  "Make any flips in the given direction."
+  (let ((bracketer (would-flip? move player board dir)))
+    (when bracketer
+      (loop for c from (+ move dir) by dir until (eql c bracketer)
+            do (setf (bref board c) player)))))
+
+(defun would-flip? (move player board dir)
+  "Would this move result in any flips in this direction?
+  If so, return the square number of the bracketing piece."
+  ;; A flip occurs if, starting at the adjacent square, c, there
+  ;; is a string of at least one opponent pieces, bracketed by 
+  ;; one of player's pieces
+  (let ((c (+ move dir)))
+    (and (eql (bref board c) (opponent player))
+         (find-bracketing-piece (+ c dir) player board dir))))
+
+(defun find-bracketing-piece (square player board dir)
+  "Return the square number of the bracketing piece."
+  (cond ((eql (bref board square) player) square)
+        ((eql (bref board square) (opponent player))
+         (find-bracketing-piece (+ square dir) player board dir))
+        (t nil)))
+
+(defun next-to-play (board previous-player print)
+  "Compute the player to move next, or NIL if nobody can move."
+  (let ((opp (opponent previous-player)))
+    (cond ((any-legal-move? opp board) opp)
+          ((any-legal-move? previous-player board) 
+           (when print
+             (format t "~&~c has no moves and must pass."
+                     (name-of opp)))
+           previous-player)
+          (t nil))))
+
+(defun any-legal-move? (player board)
+  "Does player have any legal moves in this position?"
+  (some #'(lambda (move) (legal-p move player board))
+        all-squares))
+
+(defun random-strategy (player board)
+  "Make any legal move."
+  (random-elt (legal-moves player board)))
+
+(defun legal-moves (player board)
+  "Returns a list of legal moves for player"
+  ;;*** fix, segre, 3/30/93.  Was remove-if, which can share with all-squares.
+  (loop for move in all-squares
+       when (legal-p move player board) collect move))
+
+(defun maximize-difference (player board)
+  "A strategy that maximizes the difference in pieces."
+  (funcall (maximizer #'count-difference) player board))
+
+(defun maximizer (eval-fn)
+  "Return a strategy that will consider every legal move,
+  apply EVAL-FN to each resulting board, and choose 
+  the move for which EVAL-FN returns the best score.
+  FN takes two arguments: the player-to-move and board"
+  #'(lambda (player board)
+      (let* ((moves (legal-moves player board))
+             (scores (mapcar #'(lambda (move)
+                                (funcall
+                                 eval-fn
+                                 player
+                                 (make-move move player
+                                            (copy-board board))))
+                             moves))
+             (best  (apply #'max scores)))
+        (elt moves (position best scores)))))
+
+(defparameter *weights*
+  '#(0   0   0  0  0  0  0   0   0 0
+     0 120 -20 20  5  5 20 -20 120 0
+     0 -20 -40 -5 -5 -5 -5 -40 -20 0
+     0  20  -5 15  3  3 15  -5  20 0
+     0   5  -5  3  3  3  3  -5   5 0
+     0   5  -5  3  3  3  3  -5   5 0
+     0  20  -5 15  3  3 15  -5  20 0
+     0 -20 -40 -5 -5 -5 -5 -40 -20 0
+     0 120 -20 20  5  5 20 -20 120 0
+     0   0   0  0  0  0  0   0   0 0))
+
+(defun weighted-squares (player board)
+  "Sum of the weights of player's squares minus opponent's."
+  (let ((opp (opponent player)))
+    (loop for i in all-squares
+          when (eql (bref board i) player) 
+          sum (aref *weights* i)
+          when (eql (bref board i) opp)
+          sum (- (aref *weights* i)))))
+
+(defconstant winning-value most-positive-fixnum)
+(defconstant losing-value  most-negative-fixnum)
+
+(defun final-value (player board)
+  "Is this a win, loss, or draw for player?"
+  (case (signum (count-difference player board))
+    (-1 losing-value)
+    ( 0 0)
+    (+1 winning-value)))
+
+(defun minimax (player board ply eval-fn)
+  "Find the best move, for PLAYER, according to EVAL-FN,
+  searching PLY levels deep and backing up values."
+  (if (= ply 0)
+      (funcall eval-fn player board)
+      (let ((moves (legal-moves player board)))
+        (if (null moves)
+            (if (any-legal-move? (opponent player) board)
+                (- (minimax (opponent player) board
+                            (- ply 1) eval-fn))
+                (final-value player board))
+            (let ((best-move nil)
+                  (best-val nil))
+              (dolist (move moves)
+                (let* ((board2 (make-move move player
+                                          (copy-board board)))
+                       (val (- (minimax
+                                 (opponent player) board2
+                                 (- ply 1) eval-fn))))
+                  (when (or (null best-val)
+                            (> val best-val))
+                    (setf best-val val)
+                    (setf best-move move))))
+              (values best-val best-move))))))
+
+(defun minimax-searcher (ply eval-fn)
+  "A strategy that searches PLY levels and then uses EVAL-FN."
+  #'(lambda (player board)
+      (multiple-value-bind (value move)
+          (minimax player board ply eval-fn) 
+        (declare (ignore value))
+        move)))
+
+(defun alpha-beta (player board achievable cutoff ply eval-fn)
+  "Find the best move, for PLAYER, according to EVAL-FN,
+  searching PLY levels deep and backing up values,
+  using cutoffs whenever possible."
+  (if (= ply 0)
+      (funcall eval-fn player board)
+      (let ((moves (legal-moves player board)))
+        (if (null moves)
+            (if (any-legal-move? (opponent player) board)
+                (- (alpha-beta (opponent player) board
+                               (- cutoff) (- achievable)
+                               (- ply 1) eval-fn))
+                (final-value player board))
+            (let ((best-move (first moves)))
+              (loop for move in moves do
+                (let* ((board2 (make-move move player
+                                          (copy-board board)))
+                       (val (- (alpha-beta
+                                 (opponent player) board2
+                                 (- cutoff) (- achievable)
+                                 (- ply 1) eval-fn))))
+                  (when (> val achievable)
+                    (setf achievable val)
+                    (setf best-move move)))
+                until (>= achievable cutoff))
+              (values achievable best-move))))))
+
+(defun alpha-beta-searcher (depth eval-fn)
+  "A strategy that searches to DEPTH and then uses EVAL-FN."
+  #'(lambda (player board)
+      (multiple-value-bind (value move)
+          (alpha-beta player board losing-value winning-value
+                      depth eval-fn) 
+        (declare (ignore value))
+        move)))
+
+(defun modified-weighted-squares (player board)
+  "Like WEIGHTED-SQUARES, but don't take off for moving
+  near an occupied corner."
+  (let ((w (weighted-squares player board)))
+    (dolist (corner '(11 18 81 88))
+      (when (not (eql (bref board corner) empty))
+        (dolist (c (neighbors corner))
+          (when (not (eql (bref board c) empty))
+            (incf w (* (- 5 (aref *weights* c))
+                       (if (eql (bref board c) player)
+                           +1 -1)))))))
+    w))
+
+(let ((neighbor-table (make-array 100 :initial-element nil)))
+  ;; Initialize the neighbor table
+  (dolist (square all-squares)
+    (dolist (dir all-directions)
+      (if (valid-p (+ square dir))
+          (push (+ square dir)
+                (aref neighbor-table square)))))
+
+  (defun neighbors (square)
+    "Return a list of all squares adjacent to a square."
+    (aref neighbor-table square)))
+
+(let ((square-names 
+        (cross-product #'concat-symbol
+                       '(? a b c d e f g h ?)
+                       '(? 1 2 3 4 5 6 7 8 ?))))
+
+  (defun h8->88 (str)
+    "Convert from alphanumeric to numeric square notation."
+    (or (position (string str) square-names :test #'string-equal)
+        str))
+
+  (defun 88->h8 (num)
+    "Convert from numeric to alphanumeric square notation."
+    (if (valid-p num)
+        (elt square-names num)
+        num)))
+
+(defun human (player board)
+  "A human player for the game of Othello"
+  (format t "~&~c to move ~a: " (name-of player)
+          (mapcar #'88->h8 (legal-moves player board)))
+  (h8->88 (read)))
+
+(defvar *move-number* 1 "The number of the move to be played")
+
+(defun othello (bl-strategy wh-strategy 
+                &optional (print t) (minutes 30))
+  "Play a game of othello.  Return the score, where a positive
+  difference means black, the first player, wins."
+  (let ((board (initial-board))
+        (clock (make-array (+ 1 (max black white))
+                           :initial-element 
+                           (* minutes 60 
+                              internal-time-units-per-second))))
+    (catch 'game-over
+      (loop for *move-number* from 1
+            for player = black then (next-to-play board player print)
+            for strategy = (if (eql player black) 
+                               bl-strategy
+                               wh-strategy)
+            until (null player)
+            do (get-move strategy player board print clock))
+      (when print
+        (format t "~&The game is over.  Final result:")
+        (print-board board clock))
+      (count-difference black board))))
+
+(defvar *clock* (make-array 3) "A copy of the game clock")
+(defvar *board* (initial-board) "A copy of the game board")
+
+(defun get-move (strategy player board print clock)
+  "Call the player's strategy function to get a move.
+  Keep calling until a legal move is made."
+  ;; Note we don't pass the strategy function the REAL board.
+  ;; If we did, it could cheat by changing the pieces on the board.
+  (when print (print-board board clock))
+  (replace *clock* clock)
+  (let* ((t0 (get-internal-real-time))
+         (move (funcall strategy player (replace *board* board)))
+         (t1 (get-internal-real-time)))
+    (decf (elt clock player) (- t1 t0))
+    (cond
+      ((< (elt clock player) 0)
+       (format t "~&~c has no time left and forfeits."
+               (name-of player))
+       (THROW 'game-over (if (eql player black) -64 64)))
+      ((eq move 'resign)
+       (THROW 'game-over (if (eql player black) -64 64)))
+      ((and (valid-p move) (legal-p move player board))
+       (when print
+         (format t "~&~c moves to ~a." 
+                 (name-of player) (88->h8 move)))
+       (make-move move player board))
+      (t (warn "Illegal move: ~a" (88->h8 move))
+         (get-move strategy player board print clock)))))
+
+(defun print-board (&optional (board *board*) clock)
+  "Print a board, along with some statistics."
+  ;; First print the header and the current score
+  (format t "~2&    a b c d e f g h   [~c=~2a ~c=~2a (~@d)]"
+          (name-of black) (count black board)
+          (name-of white) (count white board)
+          (count-difference black board))
+  ;; Print the board itself
+  (loop for row from 1 to 8 do
+        (format t "~&  ~d " row)
+        (loop for col from 1 to 8
+              for piece = (bref board (+ col (* 10 row)))
+              do (format t "~c " (name-of piece))))
+  ;; Finally print the time remaining for each player
+  (when clock
+    (format t "  [~c=~a ~c=~a]~2&"
+            (name-of black) (time-string (elt clock black))
+            (name-of white) (time-string (elt clock white)))))
+
+(defun time-string (time)
+  "Return a string representing this internal time in min:secs."
+  (multiple-value-bind (min sec)
+      (floor (round time internal-time-units-per-second) 60)
+    (format nil "~2d:~2,'0d" min sec)))
+
+(defun random-othello-series (strategy1 strategy2 
+                              n-pairs &optional (n-random 10))
+  "Play a series of 2*n games, starting from a random position."
+  (othello-series
+    (switch-strategies #'random-strategy n-random strategy1)
+    (switch-strategies #'random-strategy n-random strategy2)
+    n-pairs))
+
+(defun switch-strategies (strategy1 m strategy2)
+  "Make a new strategy that plays strategy1 for m moves,
+  then plays according to strategy2."
+  #'(lambda (player board)
+      (funcall (if (<= *move-number* m) strategy1 strategy2)
+               player board)))
+
+(defun othello-series (strategy1 strategy2 n-pairs)
+  "Play a series of 2*n-pairs games, swapping sides."
+  (let ((scores
+          (loop repeat n-pairs
+             for random-state = (make-random-state)
+             collect (othello strategy1 strategy2 nil)
+             do (setf *random-state* random-state)
+             collect (- (othello strategy2 strategy1 nil)))))
+    ;; Return the number of wins (1/2 for a tie),
+    ;; the total of the point differences, and the
+    ;; scores themselves, all from strategy1's point of view.
+    (values (+ (count-if #'plusp scores)
+               (/ (count-if #'zerop scores) 2))
+            (apply #'+ scores)
+            scores)))
+
+(defun round-robin (strategies n-pairs &optional
+                    (n-random 10) (names strategies))
+  "Play a tournament among the strategies.
+  N-PAIRS = games each strategy plays as each color against
+  each opponent.  So with N strategies, a total of
+  N*(N-1)*N-PAIRS games are played."
+  (let* ((N (length strategies))
+         (totals (make-array N :initial-element 0))
+         (scores (make-array (list N N)
+                             :initial-element 0)))
+    ;; Play the games
+    (dotimes (i N)
+      (loop for j from (+ i 1) to (- N 1) do 
+          (let* ((wins (random-othello-series
+                         (elt strategies i)
+                         (elt strategies j)
+                         n-pairs n-random))
+                 (losses (- (* 2 n-pairs) wins)))
+            (incf (aref scores i j) wins)
+            (incf (aref scores j i) losses)
+            (incf (aref totals i) wins)
+            (incf (aref totals j) losses))))
+    ;; Print the results
+    (dotimes (i N)
+      (format t "~&~a~20T ~4f: " (elt names i) (elt totals i))
+      (dotimes (j N)
+        (format t "~4f " (if (= i j) '---
+                             (aref scores i j)))))))
+
+(defun mobility (player board)
+  "The number of moves a player has."
+  (length (legal-moves player board)))
+

diff --git a/original/othello2-orig.lisp b/original/othello2-orig.lisp
new file mode 100644 (file)
index 0000000..001d305
--- /dev/null
+++ b/original/othello2-orig.lisp
@@ -0,0 +1,357 @@
+;;;; -*- Mode: Lisp; Syntax: Common-Lisp -*-
+;;;; Code from Paradigms of AI Programming
+;;;; Copyright (c) 1991 Peter Norvig
+
+;;;; File othello2.lisp:  More strategies for othello.lisp,
+;;;; from section 18.9 onward (alpha-beta2, alpha-beta3, iago).
+;;;; If a compiled version of edge-table.lisp exists, then merely
+;;;; load it after you load this file.  Otherwise, load this file,
+;;;; evaluate (init-edge-table) (this will take a really long time),
+;;;; then compile edge-table.lisp.  This will save the edge-table for
+;;;; future use.
+
+;(requires "othello")
+
+(defconstant all-squares
+  (sort (loop for i from 11 to 88 
+             when (<= 1 (mod i 10) 8) collect i)
+        #'> :key #'(lambda (sq) (elt *weights* sq))))
+
+(defstruct (node) square board value)
+
+(defun alpha-beta-searcher2 (depth eval-fn)
+  "Return a strategy that does A-B search with sorted moves."
+  #'(lambda (player board)
+      (multiple-value-bind (value node)
+          (alpha-beta2
+            player (make-node :board board
+                              :value (funcall eval-fn player board))
+            losing-value winning-value depth eval-fn)
+        (declare (ignore value))
+        (node-square node))))
+
+(defun alpha-beta2 (player node achievable cutoff ply eval-fn)
+  "A-B search, sorting moves by eval-fn"
+  ;; Returns two values: achievable-value and move-to-make
+  (if (= ply 0)
+      (values (node-value node) node)
+      (let* ((board (node-board node))
+             (nodes (legal-nodes player board eval-fn)))
+        (if (null nodes)
+            (if (any-legal-move? (opponent player) board)
+                (values (- (alpha-beta2 (opponent player)
+                                        (negate-value node)
+                                        (- cutoff) (- achievable)
+                                        (- ply 1) eval-fn))
+                        nil)
+                (values (final-value player board) nil))
+            (let ((best-node (first nodes)))
+              (loop for move in nodes
+                    for val = (- (alpha-beta2
+                                   (opponent player)
+                                   (negate-value move)
+                                   (- cutoff) (- achievable)
+                                   (- ply 1) eval-fn))
+                    do (when (> val achievable)
+                         (setf achievable val)
+                         (setf best-node move))
+                    until (>= achievable cutoff))
+              (values achievable best-node))))))
+
+(defun negate-value (node)
+  "Set the value of a node to its negative."
+  (setf (node-value node) (- (node-value node)))
+  node)
+
+(defun legal-nodes (player board eval-fn)
+  "Return a list of legal moves, each one packed into a node."
+  (let ((moves (legal-moves player board)))
+    (sort (map-into
+            moves
+            #'(lambda (move)
+                (let ((new-board (make-move move player
+                                            (copy-board board))))
+                  (make-node
+                    :square move :board new-board
+                    :value (funcall eval-fn player new-board))))
+            moves)
+          #'> :key #'node-value)))
+
+(defvar *ply-boards*
+  (apply #'vector (loop repeat 40 collect (initial-board))))
+
+(defun alpha-beta3 (player board achievable cutoff ply eval-fn
+                    killer)
+  "A-B search, putting killer move first."
+  (if (= ply 0)
+      (funcall eval-fn player board)
+      (let ((moves (put-first killer (legal-moves player board))))
+        (if (null moves)
+            (if (any-legal-move? (opponent player) board)
+                (- (alpha-beta3 (opponent player) board
+                                (- cutoff) (- achievable)
+                                (- ply 1) eval-fn nil))
+                (final-value player board))
+            (let ((best-move (first moves))
+                  (new-board (aref *ply-boards* ply))
+                  (killer2 nil)
+                  (killer2-val winning-value))
+              (loop for move in moves
+                    do (multiple-value-bind (val reply)
+                           (alpha-beta3
+                             (opponent player)
+                             (make-move move player
+                                        (replace new-board board))
+                             (- cutoff) (- achievable)
+                             (- ply 1) eval-fn killer2)
+                         (setf val (- val))
+                         (when (> val achievable)
+                           (setf achievable val)
+                           (setf best-move move))
+                         (when (and reply (< val killer2-val))
+                           (setf killer2 reply)
+                           (setf killer2-val val)))
+                    until (>= achievable cutoff))
+              (values achievable best-move))))))
+
+(defun alpha-beta-searcher3 (depth eval-fn)
+  "Return a strategy that does A-B search with killer moves."
+  #'(lambda (player board)
+      (multiple-value-bind (value move)
+          (alpha-beta3 player board losing-value winning-value
+                       depth eval-fn nil)
+        (declare (ignore value))
+        move)))
+
+(defun put-first (killer moves)
+  "Move the killer move to the front of moves,
+  if the killer move is in fact a legal move."
+  (if (member killer moves)
+      (cons killer (delete killer moves))
+      moves))
+
+(defun mobility (player board)
+  "Current Mobility is the number of legal moves.
+  Potential mobility is the number of blank squares
+  adjacent to an opponent that are not legal moves.
+  Returns current and potential mobility for player."
+  (let ((opp (opponent player))
+        (current 0)    ; player's current mobility
+        (potential 0)) ; player's potential mobility
+    (dolist (square all-squares)
+      (when (eql (bref board square) empty)
+        (cond ((legal-p square player board)
+               (incf current))
+              ((some #'(lambda (sq) (eql (bref board sq) opp))
+                     (neighbors square))
+               (incf potential)))))
+    (values current (+ current potential))))
+
+(defvar *edge-table* (make-array (expt 3 10))
+  "Array of values to player-to-move for edge positions.")
+
+(defconstant edge-and-x-lists
+  '((22 11 12 13 14 15 16 17 18 27)
+    (72 81 82 83 84 85 86 87 88 77)
+    (22 11 21 31 41 51 61 71 81 72)
+    (27 18 28 38 48 58 68 78 88 77))
+  "The four edges (with their X-squares).")
+
+(defun edge-index (player board squares)
+  "The index counts 1 for player; 2 for opponent,
+  on each square---summed as a base 3 number."
+  (let ((index 0))
+    (dolist (sq squares)
+      (setq index (+ (* index 3)
+                     (cond ((eql (bref board sq) empty) 0)
+                           ((eql (bref board sq) player) 1)
+                           (t 2)))))
+    index))
+
+(defun edge-stability (player board)
+  "Total edge evaluation for player to move on board."
+  (loop for edge-list in edge-and-x-lists
+        sum (aref *edge-table*
+                  (edge-index player board edge-list))))
+
+(defconstant top-edge (first edge-and-x-lists))
+
+(defun init-edge-table ()
+  "Initialize *edge-table*, starting from the empty board."
+  ;; Initialize the static values
+  (loop for n-pieces from 0 to 10 do 
+        (map-edge-n-pieces
+          #'(lambda (board index)
+              (setf (aref *edge-table* index)
+                    (static-edge-stability black board)))
+          black (initial-board) n-pieces top-edge 0))
+  ;; Now iterate five times trying to improve:
+  (dotimes (i 5) 
+    ;; Do the indexes with most pieces first
+    (loop for n-pieces from 9 downto 1 do 
+          (map-edge-n-pieces
+            #'(lambda (board index)
+                (setf (aref *edge-table* index)
+                      (possible-edge-moves-value
+                        black board index)))
+            black (initial-board) n-pieces top-edge 0))))
+
+(defun map-edge-n-pieces (fn player board n squares index)
+  "Call fn on all edges with n pieces."
+  ;; Index counts 1 for player; 2 for opponent
+  (cond
+    ((< (length squares) n) nil)
+    ((null squares) (funcall fn board index))
+    (t (let ((index3 (* 3 index))
+             (sq (first squares)))
+         (map-edge-n-pieces fn player board n (rest squares) index3)
+         (when (and (> n 0) (eql (bref board sq) empty))
+           (setf (bref board sq) player)
+           (map-edge-n-pieces fn player board (- n 1) (rest squares)
+                              (+ 1 index3))
+           (setf (bref board sq) (opponent player))
+           (map-edge-n-pieces fn player board (- n 1) (rest squares)
+                              (+ 2 index3))
+           (setf (bref board sq) empty))))))
+
+(defun possible-edge-moves-value (player board index)
+  "Consider all possible edge moves. 
+  Combine their values into a single number."
+  (combine-edge-moves
+    (cons
+      (list 1.0 (aref *edge-table* index)) ;; no move
+      (loop for sq in top-edge             ;; possible moves
+            when (eql (bref board sq) empty)
+            collect (possible-edge-move player board sq)))
+    player))
+
+(defun possible-edge-move (player board sq)
+  "Return a (prob val) pair for a possible edge move."
+  (let ((new-board (replace (aref *ply-boards* player) board)))
+    (make-move sq player new-board)
+    (list (edge-move-probability player board sq)
+          (- (aref *edge-table*
+                   (edge-index (opponent player)
+                               new-board top-edge))))))
+
+(defun combine-edge-moves (possibilities player)
+  "Combine the best moves."
+  (let ((prob 1.0)
+        (val 0.0)
+        (fn (if (eql player black) #'> #'<)))
+    (loop for pair in (sort possibilities fn :key #'second)
+          while (>= prob 0.0)
+          do (incf val (* prob (first pair) (second pair)))
+             (decf prob (* prob (first pair))))
+    (round val)))
+
+(let ((corner/xsqs '((11 . 22) (18 . 27) (81. 72) (88 . 77))))
+  (defun corner-p (sq) (assoc sq corner/xsqs))
+  (defun x-square-p (sq) (rassoc sq corner/xsqs))
+  (defun x-square-for (corner) (cdr (assoc corner corner/xsqs)))
+  (defun corner-for (xsq) (car (rassoc xsq corner/xsqs))))
+
+(defun edge-move-probability (player board square)
+  "What's the probability that player can move to this square?"
+  (cond
+    ((x-square-p square) .5) ;; X-squares
+    ((legal-p square player board) 1.0) ;; immediate capture
+    ((corner-p square) ;; move to corner depends on X-square
+     (let ((x-sq (x-square-for square)))
+       (cond
+         ((eql (bref board x-sq) empty) .1)
+         ((eql (bref board x-sq) player) 0.001)
+         (t .9))))
+    (t (/ (aref
+            '#2A((.1  .4 .7)
+                 (.05 .3  *)
+                 (.01  *  *))
+            (count-edge-neighbors player board square)
+            (count-edge-neighbors (opponent player) board square))
+          (if (legal-p square (opponent player) board) 2 1)))))
+
+(defun count-edge-neighbors (player board square)
+  "Count the neighbors of this square occupied by player."
+  (count-if #'(lambda (inc)
+                (eql (bref board (+ square inc)) player))
+            '(+1 -1)))
+
+(defparameter *static-edge-table*
+  '#2A(;stab  semi    un 
+       (   *    0 -2000) ; X
+       ( 700    *     *) ; corner
+       (1200  200   -25) ; C
+       (1000  200    75) ; A
+       (1000  200    50) ; B
+       (1000  200    50) ; B
+       (1000  200    75) ; A
+       (1200  200   -25) ; C
+       ( 700    *     *) ; corner
+       (   *    0 -2000) ; X
+       ))
+
+(defun static-edge-stability (player board)
+  "Compute this edge's static stability"
+  (loop for sq in top-edge
+        for i from 0
+        sum (cond
+              ((eql (bref board sq) empty) 0)
+              ((eql (bref board sq) player)
+               (aref *static-edge-table* i
+                     (piece-stability board sq)))
+              (t (- (aref *static-edge-table* i
+                          (piece-stability board sq)))))))
+
+(let ((stable 0) (semi-stable 1) (unstable 2))
+  
+  (defun piece-stability (board sq)
+    (cond
+      ((corner-p sq) stable)
+      ((x-square-p sq)
+       (if (eql (bref board (corner-for sq)) empty)
+           unstable semi-stable))
+      (t (let* ((player (bref board sq))
+                (opp (opponent player))
+                (p1 (find player board :test-not #'eql
+                          :start sq :end 19))
+                (p2 (find player board :test-not #'eql
+                          :start 11 :end sq
+                          :from-end t)))
+           (cond
+             ;; unstable pieces can be captured immediately
+             ;; by playing in the empty square
+             ((or (and (eql p1 empty) (eql p2 opp))
+                  (and (eql p2 empty) (eql p1 opp)))
+              unstable)
+             ;; Semi-stable pieces might be captured
+             ((and (eql p1 opp) (eql p2 opp)
+                   (find empty board :start 11 :end 19))
+              semi-stable)
+             ((and (eql p1 empty) (eql p2 empty))
+              semi-stable)
+             ;; Stable pieces can never be captured
+             (t stable)))))))
+
+(defun Iago-eval (player board)
+  "Combine edge-stability, current mobility and
+  potential mobility to arrive at an evaluation."
+  ;; The three factors are multiplied by coefficients
+  ;; that vary by move number:
+  (let ((c-edg (+ 312000 (* 6240 *move-number*)))
+        (c-cur (if (< *move-number* 25)
+                   (+ 50000 (* 2000 *move-number*))
+                   (+ 75000 (* 1000 *move-number*))))
+        (c-pot 20000))
+    (multiple-value-bind (p-cur p-pot)
+        (mobility player board)
+      (multiple-value-bind (o-cur o-pot)
+          (mobility (opponent player) board)
+        ;; Combine the three factors into one sum:
+        (+ (round (* c-edg (edge-stability player board)) 32000)
+           (round (* c-cur (- p-cur o-cur)) (+ p-cur o-cur 2))
+           (round (* c-pot  (- p-pot o-pot)) (+ p-pot o-pot 2)))))))
+
+(defun Iago (depth)
+  "Use an approximation of Iago's evaluation function."
+  (alpha-beta-searcher3 depth #'iago-eval))
+

diff --git a/reversi.asd b/reversi.asd
new file mode 100644 (file)
index 0000000..b39d4b6
--- /dev/null
+++ b/reversi.asd
@@ -0,0 +1,36 @@
+;;;; -*- Mode: Lisp; Syntax: ANSI-Common-Lisp; Base: 10 -*-
+;;;;***************************************************************************
+;;;;
+;;;; FILE IDENTIFICATION
+;;;; 
+;;;;  Name:           reversi.asd
+;;;;  Purpose:        Defsystem for reversi
+;;;;  Programer:      Kevin M. Rosenberg
+;;;;  Date Started:   1 Nov 2001
+;;;;
+;;;; $Id: reversi.asd,v 1.1 2002/10/25 12:42:42 kevin Exp $
+;;;;
+;;;; This file is Copyright (c) 2001-2002 by Kevin M. Rosenberg 
+;;;;
+;;;; Reversi users are granted the rights to distribute and use this software
+;;;; as governed by the terms of the Lisp Lesser GNU Public License
+;;;; (http://opensource.franz.com/preamble.html), also known as the LLGPL.
+;;;;***************************************************************************
+
+(in-package :asdf)
+
+#+(and allegro linux (not allegro-cl-trial)) (require :climxm)
+#+(and allegro mswindows (not allegro-cl-trial)) (require :climnt)
+#+(and lispworks (not lispworks-personal-edition)) (require "clim")
+
+(defsystem :reversi 
+    :components 
+    ((:file "package")
+     (:file "utils" :depends-on ("package"))
+     (:file "base" :depends-on ("utils"))
+     (:file "io" :depends-on ("base"))
+     (:file "edge-table" :depends-on ("io"))
+     (:file "edge-table-storage"  :depends-on ("edge-table"))
+     (:file "strategies" :depends-on ("edge-table-storage"))
+     #+clim (:file "io-clim" :depends-on ("strategies"))
+    ))

diff --git a/strategies.lisp b/strategies.lisp
index 785009ace75234352ad20d8a24bb0e57ef98716b..b18a7c391b861a4feb7fa524ccf6f1c2ffa948ea 100644 (file)
--- a/strategies.lisp
+++ b/strategies.lisp
@@ -8,7 +8,7 @@
 ;;;;  Programer:      Kevin Rosenberg based on code by Peter Norvig
 ;;;;  Date Started:   1 Nov 2001
 ;;;;
-;;;; $Id: strategies.lisp,v 1.2 2002/10/25 09:23:39 kevin Exp $
+;;;; $Id: strategies.lisp,v 1.3 2002/10/25 12:39:15 kevin Exp $
 ;;;;
 ;;;; This file is Copyright (c) 2001-2002 by Kevin M. Rosenberg 
 ;;;; and Copyright (c) 1998-2002 Peter Norvig
@@ -21,7 +21,6 @@
 (in-package :reversi)
 (declaim (optimize (safety 1) (debug 3) (speed 3) (compilation-speed 0)))
 
-
 (defun random-strategy (player board)
   "Make any legal move."
   (declare (type player player)
@@ -51,8 +50,8 @@
                                  (make-move move player
                                             (copy-board board))))
                              moves))
-             (best  (apply #'max scores)))
-       (declare (fixnum moves best))
+             (best (apply #'max scores)))
+       (declare (fixnum best))
         (elt moves (position best scores)))))
 
 (eval-when (:compile-toplevel :load-toplevel :execute)
@@ -235,9 +234,9 @@
 
 
 (defstruct (node) 
-  (square nil :type square)
-  (board nil :type board)
-  (value nil :type integer))
+  (square(missing-argument) :type square)
+  (board (missing-argument) :type board)
+  (value (missing-argument) :type integer))
 
 (defun alpha-beta-searcher2 (depth eval-fn)
   "Return a strategy that does A-B search with sorted moves."

diff --git a/utils.lisp b/utils.lisp
index 1a904e54232ca76a991ac61a9dbd71526365e921..d201033e9cd3750f770d6c2ced5e6ace72e7dcc8 100644 (file)
--- a/utils.lisp
+++ b/utils.lisp
@@ -7,7 +7,7 @@
 ;;;;  Programer:      Kevin M. Rosenberg
 ;;;;  Date Started:   1 Nov 2001
 ;;;;
-;;;; $Id: utils.lisp,v 1.2 2002/10/25 09:23:39 kevin Exp $
+;;;; $Id: utils.lisp,v 1.3 2002/10/25 12:39:15 kevin Exp $
 ;;;;
 ;;;; This file is Copyright (c) 2001-2002 by Kevin M. Rosenberg 
 ;;;;
@@ -19,6 +19,8 @@
 (in-package :reversi)
 (declaim (optimize (safety 1) (debug 3) (speed 3) (compilation-speed 0)))
 
+(defmacro missing-argument ()
+  `(error "Missing an argument to a constructor"))
 
 ;; Anaphoric macros