arnar (owner)

Revisions

  • 200901 Mon Jan 19 04:36:16 -0800 2009
gist: 48968 Download_button fork
public
Public Clone URL: git://gist.github.com/48968.git
Embed All Files: show embed
agents.lisp #
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
(defstruct env
  (width 2)
  (height 1)
  (x-pos 0)
  (y-pos 0)
  (dirt-vector (make-array 2))
  (moves-so-far 0))
 
(defstruct agent
  (name "A")
  (program nil) ;; a function of percept -> action
)
 
(defvar *env*)
 
(defun env-dirt (x y env)
  (aref (env-dirt-vector env)
(+ x (* y (env-width env)))))
 
(defun set-env-dirt (x y env dirty)
  (setf (aref (env-dirt-vector env)
(+ x (* y (env-width env))))
dirty))
 
;; Draws a picture of an environment
(defun print-env (env)
  (let ((w (env-width env))
(h (env-height env))
(x (env-x-pos env))
(y (env-y-pos env)))
    (format t " ")
    (dotimes (j w) (format t "~a~0,4:@t" j))
    (format t "~%")
    (dotimes (i h)
      (format t " ")
      (dotimes (j w) (format t "+---"))
      (format t "+~%")
      (format t "~a~4t" i)
      (dotimes (j w)
(format t "| ")
(if (and (= j x) (= i y))
(format t "A")
(format t " "))
(if (env-dirt j i env)
(format t ";")
(format t " ")))
      (format t "|~%")
    )
    (format t " ")
    (dotimes (j w) (format t "+---"))
    (format t "+~%")
  )
)
 
;; Constructs the perception for an environment
(defun get-percept (env)
  (list :x (env-x-pos env)
:y (env-y-pos env)
:dirty (env-dirt (env-x-pos env)
(env-y-pos env)
env)))
 
;; Applies an action to an enviornment, updating all relevant fields
(defun update-env (action env)
  (cond ((eq action 'suck) (set-env-dirt (env-x-pos env)
(env-y-pos env)
env
NIL
)
)
((eq action 'left) (setf (env-x-pos env)
(max (1- (env-x-pos env)) 0))
(setf (env-moves-so-far env) (1+ (env-moves-so-far env))))
((eq action 'right) (setf (env-x-pos env)
(min (1+ (env-x-pos env))
(1- (env-width env))))
(setf (env-moves-so-far env) (1+ (env-moves-so-far env))))
((eq action 'up) (setf (env-y-pos env)
(max (1- (env-y-pos env)) 0))
(setf (env-moves-so-far env) (1+ (env-moves-so-far env))))
((eq action 'down) (setf (env-y-pos env)
(min (1+ (env-y-pos env))
(1- (env-height env))))
(setf (env-moves-so-far env) (1+ (env-moves-so-far env))))
  ))
 
;; Initializes global environment
(defun init-env (width height dirt-probability)
  (setf *env* (make-env :width width
:height height
:dirt-vector (make-array (* width height))))
  (dotimes (i (* width height))
    (setf (aref (env-dirt-vector *env*) i)
(< (random 1.0) dirt-probability))))
 
;; Simulates a step of an agent on the global environment
(defun simulate-step (agent performance-measure)
  (let ((action (funcall (agent-program agent) (get-percept *env*))))
    (update-env action *env*)
    (format t "Agent ~a just performed action: ~a~%" (agent-name agent) action)
    (print-env *env*)
    (format t "Performance evaluation: ~a~%" (funcall performance-measure *env* agent))
  ))
 
;; Simulates while user asks to keep going, prints every step
(defun simulate (agent performance-measure)
  (loop (simulate-step agent performance-measure)
     (if (not (y-or-n-p "Perform another step? [y/n]: ")) (return))))
 
;; Simulates a given number of steps and prints the resulting performance value
(defun simulate-quiet (agent performance-measure steps)
  (dotimes (i steps)
    (update-env (funcall (agent-program agent) (get-percept *env*)) *env*))
  (format t "Performed ~a steps of simulation, performance value: ~a~%"
steps (funcall performance-measure *env* agent)))
 
;; Simply count the number of clean squares
(defun example-measure (env agent)
  (count-if #'not (env-dirt-vector env)))
 
;; This agent assumes a 2x1 environment
(defun example-agent-program (percept)
  (if (getf percept :dirty)
      'suck
      (if (= 0 (getf percept :x))
'right
'left
      )
   )
)
 
;; To test an agent interactively, call
;; (simulate (make-agent :name "Simple" :program #'example-agent-program) #'example-measure)
 
;; To test an agent for a number of steps, call
;; (simulate-quiet (make-agent :name "Simple" :program #'example-agent-program) #'example-measure 100)
;; where 100 is the number of steps to perform