def run_game(b1_role,
mcts_role,
mcts2_role,
b1_N,
mcts_N,
mcts2_N,
model,
rand=0):
print(f'b1 ({" ".join(b1_role)}), N={b1_N}')
print(f'mcts ({" ".join(mcts_role)}), N={mcts_N}')
print(f'mcts2 ({" ".join(mcts2_role)}), N={mcts2_N}')
curb1 = B1Node(propnet, data, model=model)
curmcts = MCTSNode(propnet, data)
curmcts2 = MCTSNode(propnet, data)
board = [list('.' * 10) for i in range(8)]
for step in range(1000):
print(*(''.join(b) for b in board[::-1]), sep='\n')
legal = curb1.propnet.legal_moves_dict(curb1.data)
b1_moves = choose_move(curb1, b1_role, b1_N, legal, step < rand)
mcts_moves = choose_move(curmcts, mcts_role, mcts2_N, legal,
step < rand)
mcts2_moves = choose_move(curmcts2, mcts2_role, mcts_N, legal,
step < rand)
taken_moves = dict(
list(zip(b1_role, b1_moves)) + list(zip(mcts_role, mcts_moves)) +
list(zip(mcts2_role, mcts2_moves)))
moves = tuple(taken_moves[role] for role in propnet.roles)
curb1 = curb1.get_or_make_child(moves)
curmcts = curmcts.get_or_make_child(moves)
curmcts2 = curmcts2.get_or_make_child(moves)
print('Moves were:')
for move in propnet.legal:
if move.id in moves and move.move_gdl.strip() != 'noop':
print(move.move_role, move.move_gdl)
if 'drop' in move.move_gdl:
col = int(move.move_gdl.split()[2]) - 1
for i in range(len(board)):
if board[i][col] == '.':
board[i][col] = move.move_role[0]
break
if curb1.terminal:
print(*(''.join(b) for b in board[::-1]), sep='\n')
break
print('Results:', curb1.scores)
return (
sum(curb1.scores[role] for role in b1_role),
sum(curb1.scores[role] for role in mcts_role),
sum(curb1.scores[role] for role in mcts2_role),
)
def run_game(b1_role, mcts_role, b1_N, mcts_N, model, rand=0):
print(f'b1 ({" ".join(b1_role)}), N={b1_N}')
print(f'mcts ({" ".join(mcts_role)}), N={mcts_N}')
curb1 = B1Node(propnet, data, model=model)
curmcts = MCTSNode(propnet, data)
for step in range(1000):
legal = curb1.propnet.legal_moves_dict(curb1.data)
b1_moves = choose_move(curb1, b1_role, b1_N, legal, step < rand)
mcts_moves = choose_move(curmcts, mcts_role, mcts_N, legal,
step < rand)
taken_moves = dict(
list(zip(b1_role, b1_moves)) + list(zip(mcts_role, mcts_moves)))
moves = tuple(taken_moves[role] for role in propnet.roles)
curb1 = curb1.get_or_make_child(moves)
curmcts = curmcts.get_or_make_child(moves)
print('Moves were:')
for move in propnet.legal:
if move.id in moves and move.move_gdl.strip() != 'noop':
print(move.move_role, move.move_gdl)
if 'drop' in move.move_gdl:
col = int(move.move_gdl.split()[2]) - 1
if curb1.terminal:
break
print('Results:', curb1.scores)
return (sum(curb1.scores[role] for role in b1_role),
sum(curb1.scores[role] for role in mcts_role))
