def playMatchesBetweenVersions(env,
run_version,
player1version,
player2version,
EPISODES,
logger,
turns_until_tau0,
goes_first=0):
env = Game()
if player1version == -1:
player1 = User("user1", env.state_size, env.action_size)
else:
player1_NN = Residual_CNN(config.REG_CONST, config.LEARNING_RATE,
env.input_shape, env.action_size,
config.HIDDEN_CNN_LAYERS)
if player1version > 0:
name = env.name + "{0:0>4}".format(player1version)
if Provider.getNetByName(name) == None:
return
player1_network = player1_NN.read(env.name, run_version,
player1version)
player1_NN.model.set_weights(player1_network.get_weights())
netName = env.name + "{0:0>4}".format(player1version)
player1 = Agent(netName, env.state_size, env.action_size,
config.MCTS_SIMS, config.CPUCT, player1_NN)
if player2version == -1:
name = input('enter username: ')
user2 = Provider.getPersonByName(name)
player2 = User(user2.name, env.state_size, env.action_size)
else:
player2_NN = Residual_CNN(config.REG_CONST, config.LEARNING_RATE,
env.input_shape, env.action_size,
config.HIDDEN_CNN_LAYERS)
if player2version > 0:
name = env.name + "{0:0>4}".format(player2version)
if Provider.getNetByName(name) == None:
return
player2_network = player2_NN.read(env.name, run_version,
player2version)
player2_NN.model.set_weights(player2_network.get_weights())
net2Name = env.name + "{0:0>4}".format(player2version)
player2 = Agent(net2Name, env.state_size, env.action_size,
config.MCTS_SIMS, config.CPUCT, player2_NN)
scores, memory, points, sp_scores = playMatches(player1, player2, EPISODES,
logger, turns_until_tau0,
None, goes_first)
return (scores, memory, points, sp_scores)
