def start_part_d(n_agents: int, game_duration: int, board_width: int, board_height: int,
n_fruits: int, fast_run: bool, graphics_off: bool):
players = [MinimaxAgent()] + [GreedyAgent() for _ in range(n_agents - 1)]
start_game_with_players(players,
game_duration,
board_width,
board_height,
n_fruits,
fast_run=fast_run,
graphics_off=graphics_off)
def get_player(p: str):
if p == 'KeyboardPlayer':
return KeyboardPlayer(use_keyboard_listener=use_keyboard_listener)
elif p == 'GreedyAgent':
return GreedyAgent()
elif p == 'BetterGreedyAgent':
return BetterGreedyAgent()
elif p == 'MinimaxAgent':
return MinimaxAgent()
elif p == 'AlphaBetaAgent':
return AlphaBetaAgent()
elif p == 'TournamentAgent':
return TournamentAgent()
def start_part_g(n_agents: int, game_duration: int, board_width: int, board_height: int,
n_fruits: int, fast_run: bool, graphics_off: bool):
length_1 = [0]
time_1 = [0]
for i in range(10):
players = [GreedyAgent() for _ in range(n_agents)]
start_game_with_players(players,
game_duration,
board_width,
board_height,
n_fruits,
fast_run=fast_run,
graphics_off=graphics_off,
length=length_1,
time=time_1)
print(length_1[0]/10, time_1[0]/10)
length_2 = [0]
time_2 = [0]
for i in range(10):
players = [BetterGreedyAgent()] + [GreedyAgent() for _ in range(n_agents - 1)]
start_game_with_players(players,
game_duration,
board_width,
board_height,
n_fruits,
fast_run=fast_run,
graphics_off=graphics_off,
length=length_2,
time=time_2)
print(length_2[0] / 10, time_2[0] / 10)
length_3 = [[0], [0], [0]]
time_3 = [[0], [0], [0]]
for depth in [2, 4, 6]:
for i in range(10):
print(depth)
players = [MinimaxAgent()] + [GreedyAgent() for _ in range(n_agents - 1)]
start_game_with_players(players,
game_duration,
board_width,
board_height,
n_fruits,
fast_run=fast_run,
graphics_off=graphics_off,
depth=depth,
length=length_3[int(depth / 2 - 1)],
time=time_3[int(depth / 2 - 1)])
print(length_3[1][0] / 10, time_3[1][0] / 10)
length_4 = [[0], [0], [0]]
time_4 = [[0], [0], [0]]
for depth in [2, 4, 6]:
for i in range(10):
players = [AlphaBetaAgent()] + [GreedyAgent() for _ in range(n_agents - 1)]
start_game_with_players(players,
game_duration,
board_width,
board_height,
n_fruits,
fast_run=fast_run,
graphics_off=graphics_off,
depth=depth,
length=length_4[int(depth / 2 - 1)],
time=time_4[int(depth / 2 - 1)])
with open('experiment.csv', 'w') as csv_file:
writer = csv.writer(csv_file)
writer.writerow(['GreedyAgent', length_1[0] / 10, time_1[0] / 10])
writer.writerow(['betterAgent', length_2[0] / 10, time_2[0] / 10])
for i in range(3):
writer.writerow(['MinMaxAgent', 2 * i, length_3[i][0] / 10, time_3[i][0] / 10])
for i in range(3):
writer.writerow(['AlphaBetaAgent', 2 * i, length_4[i][0] / 10, time_4[i][0] / 10])