def run(log_dir, episodes, rounds):
model_path = log_dir + '/rl1_model.h5'
rl_player = RLPlayer(name='RL1', model_path=model_path, rounds=rounds)
players = [
rl_player,
ChallengePlayer(name='Tick'),
ChallengePlayer(name='Trick'),
ChallengePlayer(name='Track')
]
players = [
rl_player,
GreedyPlayer(name='Tick'),
GreedyPlayer(name='Trick'),
GreedyPlayer(name='Track')
]
sum_won = 0
for e in range(episodes):
tournament = Tournament()
[tournament.register_player(player) for player in players]
tournament.play(rounds=rounds, use_counting_factor=False)
rl_player.replay()
sum_won += rl_player.won[0]
print_stats_winning(rl_player.won_stich, rl_player.won, e, sum_won)
rl_player.reset_stats()
rl_player.model.save(model_path)
def test_greedy():
players = [
GreedyPlayer(name='Greedy1'),
RandomPlayer(name='Track'),
GreedyPlayer(name='Greedy2'),
RandomPlayer(name='Track')
]
run_statistics(players=players)
def test_sl1338hc_vs_greedy(sl1338_hc_model_path):
players = [
SLPlayer1338hc(name='SLPlayer1', game_model_path=sl1338_hc_model_path),
GreedyPlayer(name='Greedy1'),
SLPlayer1338hc(name='SLPlayer1', game_model_path=sl1338_hc_model_path),
GreedyPlayer(name='Greedy2')
]
get_function_name()
run_game(players)
def test_challenge():
players = [
ChallengePlayer(name='Trick1'),
GreedyPlayer(name='Greedy1'),
ChallengePlayer(name='Trick2'),
GreedyPlayer(name='Greedy2')
]
run_statistics(players=players)
def test_sl_3lp_222_vs_greedy(sl3lp222_model_path):
players = [
SLPlayer3LP222(name='SLPlayer1', game_model_path=sl3lp222_model_path),
GreedyPlayer(name='Greedy1'),
SLPlayer3LP222(name='SLPlayer2', game_model_path=sl3lp222_model_path),
GreedyPlayer(name='Greedy2')
]
get_function_name()
run_game(players)
def test_greedy_vs_challenge():
players = [
GreedyPlayer(name='GreedyPlayer1'),
ChallengePlayer(name='ChallengePlayer1'),
GreedyPlayer(name='GreedyPlayer2'),
ChallengePlayer(name='ChallengePlayer2')
]
get_function_name()
run_game(players)
def test_greedy_vs_random():
players = [
GreedyPlayer(name='Greedy1'),
RandomPlayer(name='Random1'),
GreedyPlayer(name='Greedy2'),
RandomPlayer(name='Random2')
]
get_function_name()
run_game(players)
def test_greedy_vs_greedy():
players = [
GreedyPlayer(name='Greedy1'),
GreedyPlayer(name='Greedy2'),
GreedyPlayer(name='Greedy3'),
GreedyPlayer(name='Greedy4')
]
get_function_name()
run_game(players)
def test_rl_vs_greedy(weights_directory):
model_path = weights_directory + 'rl1_model.h5'
players = [
RLPlayer(name='RLPlayer1', model_path=model_path),
GreedyPlayer(name='Greedy1'),
RLPlayer(name='RLPlayer2', model_path=model_path),
GreedyPlayer(name='Greedy2')
]
get_function_name()
run_game(players)
def run(log_dir, episodes, rounds):
save_model_path = log_dir + '/sl1_model.h5'
trumpf_model_path = log_dir + '/trumpf_network_model_final__2018-06-18_112248.h5'
game_model_path = log_dir + '/Supervised_Gamenetwork__network_model_282__2018-09-02_122529.h5'
sl_player = SLPlayer3LP222(name='SL1', game_model_path=game_model_path, trumpf_model_path=trumpf_model_path, rounds=rounds)
# players = [sl_player, ChallengePlayer(name='Tick'), ChallengePlayer(name='Trick'), ChallengePlayer(name='Track')]
players = [sl_player, GreedyPlayer(name='Tick'), GreedyPlayer(name='Trick'), GreedyPlayer(name='Track')]
sum_won = 0
for e in range(episodes):
tournament = Tournament()
[tournament.register_player(player) for player in players]
tournament.play(rounds=rounds, use_counting_factor=False)
sum_won += sl_player.won[0]
print_stats_winning(sl_player.won_stich, sl_player.won, e, sum_won)
sl_player.reset_stats()
def launch(server_address, session_name):
opponents = [
ServerPlayer(pyschieber_bot=GreedyPlayer(name='Greedy1'), server_address=server_address,
chosen_team_index=1, session_name=session_name),
ServerPlayer(pyschieber_bot=GreedyPlayer(name='Greedy2'), server_address=server_address,
chosen_team_index=1, session_name=session_name)
]
for opponent in opponents:
process = Process(target=opponent.start)
process.start()
teammate = GreedyPlayer(name='Greedy Teammate')
server_player = ServerPlayer(pyschieber_bot=teammate, server_address=server_address,
session_name=session_name)
server_player.start()
def start_tournament(points):
tournament = Tournament(point_limit=points)
players = [
RandomPlayer(name='Tick'),
RandomPlayer(name='Trick'),
ChallengePlayer(name='Track'),
GreedyPlayer(name='Dagobert')
]
[tournament.register_player(player) for player in players]
tournament.play()
def test_against_greedy():
players = [PPOPlayer(name='PPO1'), GreedyPlayer(name='Greedy1'), PPOPlayer(name='PPO2'),
GreedyPlayer(name='Greedy2')]
run_statistics(players=players)