def get_move(self, board, toplay):
moves = []
cboard = board.copy()
captureMove = GoBoardUtil.captures_atari(board, board.last_move,
toplay)
if (captureMove):
moves.append(captureMove)
else:
captureDefense = GoBoardUtil.defends_atari(board, toplay)
if (len(captureDefense) > 1 or captureDefense[0] != None):
for i in captureDefense:
if i == None:
continue
moves.append(i)
else:
emptyPoints = board.get_empty_points()
for p in emptyPoints:
if not GoBoardUtil.filleye_filter(board, p, toplay):
moves.append(p)
if not moves: # pass move only, no need to simulate
return None
moveWins = []
for move in moves:
wins = self.simulateMove(board, cboard, move, toplay)
moveWins.append(wins)
writeMoves(board, moves, moveWins, self.num_simulation)
return select_best_move(board, moves, moveWins)
def get_move(self, board, toplay):
cboard = board.copy()
emptyPoints = board.get_empty_points()
moves = []
for p in emptyPoints:
if not GoBoardUtil.filleye_filter(board, p, toplay):
moves.append(p)
if not moves: # pass move only, no need to simulate
return None
moves.append(None) # None for Pass
moveWins = []
for move in moves:
wins = self.simulateMove(board, cboard, move, toplay)
moveWins.append(wins)
#writeMoves(board, moves, moveWins, self.num_simulation)
return select_best_move(board, moves, moveWins)
def get_move(self, board, toplay):
cboard = board.copy()
#emptyPoints = board.get_empty_points()
policy_moves, type_of_move = GoBoardUtil.generate_all_policy_moves(
board, self.pattern, self.selfatari)
moves = []
for p in policy_moves:
if not GoBoardUtil.filleye_filter(board, p, toplay):
moves.append(p)
if not moves: # pass move only, no need to simulate
return None
moves.append(None) # None for Pass
moveWins = []
for move in moves:
wins = self.simulateMove(board, cboard, move, toplay)
moveWins.append(wins)
writeMoves(board, moves, moveWins, self.num_simulation)
return select_best_move(board, moves, moveWins)
def find_all_features(board):
"""
Find all move's features on the board
"""
legal_moves = GoBoardUtil.generate_legal_moves(board, board.current_player)
filter_moves=[]
for m in legal_moves:
if GoBoardUtil.filleye_filter(board, m, board.current_player) !=True:
filter_moves.append(m)
features = {}
features["PASS"] = []
for m in filter_moves:
features[m] = []
Feature.find_pass_features(features, board)
Feature.find_full_board_features(features, board)
Feature.find_dist_prev_move_features(features, board, filter_moves)
Feature.find_line_pos_features(features, board, filter_moves)
for m in filter_moves:
Feature.find_pattern_feature(features, board, m)
return features
