資源簡介
這個代碼是智能五子棋代碼,使用python實現,可視化界面,有基于規則的算法和基于神經網絡的算法,可以實現一定水準的五子棋棋力。

代碼片段和文件信息
#?!/usr/bin/env?python
#?-*-?coding:utf-8?-*-
#?author:DuJinYu?time:?2018/5/28
#?用于實現ADP算法
import?tensorflow?as?tf
import?numpy?as?np
pattern_dict?=?{‘bla_pattern_01‘:?[1?1?1?1?1]?????????‘bla_pattern_02‘:?[-1?1?1?1?1?-1]
????????????????‘bla_pattern_03‘:?[-1?1?1?1?-1?-1]???‘bla_pattern_04‘:?[-1?-1?1?1?1?-1]
????????????????‘bla_pattern_05‘:?[-1?1?1?-1?1?-1]???‘bla_pattern_06‘:?[-1?1?-1?1?1?-1]
????????????????‘bla_pattern_07‘:?[1?1?1?1?-1]????????‘bla_pattern_08‘:?[-1?1?1?1?1]
????????????????‘bla_pattern_09‘:?[1?1?-1?1?1]????????‘bla_pattern_10‘:?[1?-1?1?1?1]
????????????????‘bla_pattern_11‘:?[1?1?1?-1?1]????????‘bla_pattern_12‘:?[-1?-1?1?1?-1?-1]
????????????????‘bla_pattern_13‘:?[-1?-1?1?-1?1?-1]??‘bla_pattern_14‘:?[-1?1?-1?1?-1?-1]
????????????????‘bla_pattern_15‘:?[-1?-1?-1?1?-1?-1]?‘bla_pattern_16‘:?[-1?-1?1?-1?-1?-1]
????????????????‘bla_pattern_17‘:?[-1?1?-1?-1?1?-1]??‘bla_pattern_18‘:?[1?-1?-1?-1?1]
????????????????‘bla_pattern_19‘:?[1?1?-1?-1?1]???????‘bla_pattern_20‘:?[1?1?-1?-1?-1]
????????????????‘whi_pattern_01‘:?[0?0?0?0?0]?????????‘whi_pattern_02‘:?[-1?0?0?0?0?-1]
????????????????‘whi_pattern_03‘:?[-1?0?0?0?-1?-1]???‘whi_pattern_04‘:?[-1?-1?0?0?0?-1]
????????????????‘whi_pattern_05‘:?[-1?0?0?-1?0?-1]???‘whi_pattern_06‘:?[-1?0?-1?0?0?-1]
????????????????‘whi_pattern_07‘:?[0?0?0?0?-1]????????‘whi_pattern_08‘:?[-1?0?0?0?0]
????????????????‘whi_pattern_09‘:?[0?0?-1?0?0]????????‘whi_pattern_10‘:?[0?-1?0?0?0]
????????????????‘whi_pattern_11‘:?[0?0?0?-1?0]????????‘whi_pattern_12‘:?[-1?-1?0?0?-1?-1]
????????????????‘whi_pattern_13‘:?[-1?-1?0?-1?0?-1]??‘whi_pattern_14‘:?[-1?0?-1?0?-1?-1]
????????????????‘whi_pattern_15‘:?[-1?-1?-1?0?-1?-1]?‘whi_pattern_16‘:?[-1?-1?0?-1?-1?-1]
????????????????‘whi_pattern_17‘:?[-1?0?-1?-1?0?-1]??‘whi_pattern_18‘:?[0?-1?-1?-1?0]
????????????????‘whi_pattern_19‘:?[0?0?-1?-1?0]???????‘whi_pattern_20‘:?[0?0?-1?-1?-1]}
class?ADP(object):
????def?__init__(self?_board?_select_color?_player_turn):
????????self.board?=?_board
????????self.select_color?=?_select_color
????????self.player_turn?=?_player_turn
????????self.input_x?=?[0.]*122
????def?init_input(self):
????????#?pattern_number?=?0
????????pattern_number_list?=?[]
????????for?pattern?in?pattern_dict.values():
????????????print(pattern)
????????????pattern_number?=?self.find_pattern_number(pattern)
????????????pattern_number_list.append(pattern_number)
????????if?self.select_color?==?1:??#?電腦執黑
????????????for?i?in?range(len(pattern_number_list)-20):
????????????????self.input_x[i]?=?pattern_number_list[i]??#?黑子特征圖案數量輸入節點
????????????????self.input_x[i+20]?=?pattern_number_list[i+20]??#?白子特征圖案數量輸入節點
????????????????if?self.player_turn?==?1:??#?當前輪次,人執黑,電腦執白
????????????????????#?黑子
??
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-08-01?14:31??AI五子棋Python代碼\
?????文件??????????31??2018-05-23?18:02??AI五子棋Python代碼\.gitignore
?????文件????????9658??2018-06-06?09:29??AI五子棋Python代碼\adp.py
?????文件????????5339??2018-05-15?19:49??AI五子棋Python代碼\CNN.py
?????文件?????????797??2018-08-01?14:30??AI五子棋Python代碼\README.md
?????文件???????22948??2018-05-23?16:46??AI五子棋Python代碼\robot.py
?????文件???????19102??2018-06-06?09:02??AI五子棋Python代碼\wuziqi.py
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