def policy_moves_cmd(self, args):
moves = []
probs = []
if self.go_engine.random_simulation:
color = self.board.current_player
empty_pts = self.board.get_empty_points()
legal_pts = [
move for move in empty_pts if self.board.is_legal(move, color)
]
probs = [
str(round(1 / len(legal_pts), 3))
for _ in range(len(legal_pts))
]
for mv in legal_pts:
coord = point_to_coord(mv, self.board.size)
moves.append(format_point(coord).lower())
mv_str = ' '.join(sorted(moves))
prob_str = ' '.join(probs)
self.respond(mv_str + " " + prob_str)
else:
m = PatternUtil.generate_pattern_moves(self.board,
self.pattern_table)
mvs, vals = PatternUtil.calc_probabilities(m)
for mv in mvs:
coord = point_to_coord(mv, self.board.size)
moves.append(format_point(coord).lower())
sorted_mvs, sorted_vals = (list(i)
for i in zip(*sorted(zip(moves, vals))))
probs = [str(round(num, 3)) for num in sorted_vals]
mvs_str = ' '.join(sorted_mvs)
sorted_vals = ' '.join(probs)
self.respond(mvs_str + " " + sorted_vals)
def policy_moves_cmd(self, args):
if self.go_engine.random_simulation == True:
empties = self.board.get_empty_points()
color = self.board.current_player
legal_moves = []
for move in empties:
if self.board.is_legal(move, color):
legal_moves.append(move)
gtp_moves = []
probabilities = []
for move in legal_moves:
coords = point_to_coord(move, self.board.size)
gtp_moves.append(format_point(coords).lower())
probabilities.append(str(round(1 / len(legal_moves), 3)))
sorted_moves = ' '.join(sorted(gtp_moves))
probability = ' '.join(probabilities)
self.respond(sorted_moves + " " + probability)
else:
moves, values = PatternUtil.generate_pattern_moves(self.board)
new_values = PatternUtil.normalize_val(values)
dict = {}
#sorted_moves = sorted(moves)
new_sorted_values = []
format_moves = []
for move in moves:
#new_sorted_values.append(str(round(dict[move], 3)))
coords = point_to_coord(move, self.board.size)
format_moves.append(format_point(coords).lower())
for i in range(len(format_moves)):
dict[format_moves[i]] = new_values[i]
sorted_format_moves = sorted(format_moves)
for move in sorted_format_moves:
new_sorted_values.append(str(round(dict[move], 3)))
sorted_moves_str = ' '.join(sorted_format_moves)
probability = ' '.join(new_sorted_values)
self.respond(sorted_moves_str + " " + probability)