91av视频/亚洲h视频/操亚洲美女/外国一级黄色毛片 - 国产三级三级三级三级

  • 大小: 1.64MB
    文件類型: .zip
    金幣: 2
    下載: 1 次
    發布日期: 2023-10-13
  • 語言: 其他
  • 標簽: MCTS??

資源簡介

這是一個已經實現了的15*15的五子棋(有禁手)AI,擁有強大的對局能力,并上傳源碼

資源截圖

代碼片段和文件信息

#?-*-?coding:?utf-8?-*-
“““
@author:?Junxiao?Song
“““

from?__future__?import?print_function
import?numpy?as?np


class?Board(object):
????“““board?for?the?game“““

????def?__init__(self?**kwargs):
????????self.width?=?int(kwargs.get(‘width‘?8))
????????self.height?=?int(kwargs.get(‘height‘?8))
????????#?board?states?stored?as?a?dict
????????#?key:?move?as?location?on?the?board
????????#?value:?player?as?pieces?type
????????self.states?=?{}
????????#?need?how?many?pieces?in?a?row?to?win
????????self.n_in_row?=?int(kwargs.get(‘n_in_row‘?5))
????????self.players?=?[1?2]??#?player1?and?player2

????def?init_board(self?start_player=0):
????????if?self.width?????????????raise?Exception(‘board?width?and?height?can?not?be?‘
????????????????????????????‘less?than?{}‘.format(self.n_in_row))
????????self.current_player?=?self.players[start_player]??#?start?player
????????#?keep?available?moves?in?a?list
????????self.availables?=?list(range(self.width?*?self.height))
????????self.states?=?{}
????????self.last_move?=?-1

????def?move_to_location(self?move):
????????“““
????????3*3?board‘s?moves?like:
????????6?7?8
????????3?4?5
????????0?1?2
????????and?move?5‘s?location?is?(12)
????????“““
????????h?=?move?//?self.width
????????w?=?move?%?self.width
????????return?[h?w]

????def?location_to_move(self?location):
????????if?len(location)?!=?2:
????????????return?-1
????????h?=?location[0]
????????w?=?location[1]
????????move?=?h?*?self.width?+?w
????????if?move?not?in?range(self.width?*?self.height):
????????????return?-1
????????return?move

????def?current_state(self):
????????“““return?the?board?state?from?the?perspective?of?the?current?player.
????????state?shape:?4*width*height
????????“““

????????square_state?=?np.zeros((4?self.width?self.height))
????????if?self.states:
????????????moves?players?=?np.array(list(zip(*self.states.items())))
????????????move_curr?=?moves[players?==?self.current_player]
????????????move_oppo?=?moves[players?!=?self.current_player]
????????????square_state[0][move_curr?//?self.width
????????????????????????????move_curr?%?self.height]?=?1.0
????????????square_state[1][move_oppo?//?self.width
????????????????????????????move_oppo?%?self.height]?=?1.0
????????????#?indicate?the?last?move?location
????????????square_state[2][self.last_move?//?self.width
????????????????????????????self.last_move?%?self.height]?=?1.0
????????if?len(self.states)?%?2?==?0:
????????????square_state[3][:?:]?=?1.0??#?indicate?the?colour?to?play
????????return?square_state[:?::-1?:]

????def?do_move(self?move):
????????self.states[move]?=?self.current_player
????????self.availables.remove(move)
????????self.current_player?=?(
????????????self.players[0]?if?self.current_player?==?self.players[1]
????????????else?self.players[1]
????????)
????????self.last_move?=?move

????def?has_a_winner(self):
????????width?=?self.width
????????height?=?self.height
????????states?=?self.states
??

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-05-16?11:45??AlphaZero_Gomoku-master\
?????文件??????????19??2018-05-16?11:45??AlphaZero_Gomoku-master\.gitignore
?????文件????????1068??2018-05-16?11:45??AlphaZero_Gomoku-master\LICENSE
?????文件????????3010??2018-05-16?11:45??AlphaZero_Gomoku-master\README.md
?????文件??????417720??2018-05-16?11:45??AlphaZero_Gomoku-master\best_policy_6_6_4.model
?????文件??????417720??2018-05-16?11:45??AlphaZero_Gomoku-master\best_policy_6_6_4.model2
?????文件??????476972??2018-05-16?11:45??AlphaZero_Gomoku-master\best_policy_8_8_5.model
?????文件??????476972??2018-05-16?11:45??AlphaZero_Gomoku-master\best_policy_8_8_5.model2
?????文件????????8207??2018-05-16?11:45??AlphaZero_Gomoku-master\game.py
?????文件????????2889??2018-05-16?11:45??AlphaZero_Gomoku-master\human_play.py
?????文件????????7844??2018-05-16?11:45??AlphaZero_Gomoku-master\mcts_alphaZero.py
?????文件????????7192??2018-05-16?11:45??AlphaZero_Gomoku-master\mcts_pure.py
?????文件???????21521??2018-05-16?11:45??AlphaZero_Gomoku-master\playout400.gif
?????文件????????5125??2018-05-16?11:45??AlphaZero_Gomoku-master\policy_value_net.py
?????文件????????4895??2018-05-16?11:45??AlphaZero_Gomoku-master\policy_value_net_keras.py
?????文件????????4037??2018-05-16?11:45??AlphaZero_Gomoku-master\policy_value_net_numpy.py
?????文件????????6163??2018-05-16?11:45??AlphaZero_Gomoku-master\policy_value_net_pytorch.py
?????文件????????6680??2018-05-16?11:45??AlphaZero_Gomoku-master\policy_value_net_tensorflow.py
?????文件????????8790??2018-05-16?11:45??AlphaZero_Gomoku-master\train.py

評論

共有 條評論