wizard-game/auto_play_test.py at master · simulatedScience/wizard-game · GitHub

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"""
This module starts the wizard game GUI as a new window.

last edited: 25.05.2022
author: Sebastian Jost
version 0.2
"""
import time
# import tkinter as tk
# from program_files.wizard_menu_gui import Wizard_Menu_Gui
from program_files.auto_play_games import Wizard_Auto_Play
from program_files.wizard_ais.simple_rule_ai import Simple_Rule_Ai
from program_files.wizard_ais.smart_random_ai import Smart_Random_Ai
from program_files.wizard_ais.uniform_random_ai import Uniform_Random_Ai
from program_files.wizard_ais.genetic_rule_ai import Genetic_Rule_Ai
from program_files.wizard_ais.genetic_nn_ai import Genetic_NN_Ai

def main(n_games=300):
    # wizard_gui = Wizard_Menu_Gui()
    # tk.mainloop()
  auto_play_class = Wizard_Auto_Play(
    limit_choices=False,
    max_rounds=20,
    shuffle_players=True,
    ai_player_types=[
      # # Uniform random AI
      # {"trump_choice_var": Uniform_Random_Ai.name,
      #  "bids_choice_var": Uniform_Random_Ai.name,
      #  "get_trick_action": Uniform_Random_Ai.name},
      # # Smart random AI
      # {"trump_choice_var": Smart_Random_Ai.name,
      #  "bids_choice_var": Smart_Random_Ai.name,
      #  "get_trick_action": Smart_Random_Ai.name},
      # genetic rule AI 2
      {"trump_choice_var": Genetic_Rule_Ai.name,
       "bids_choice_var": Genetic_Rule_Ai.name,
       "get_trick_action": Genetic_Rule_Ai.name},
      # simple rule AI
      {"trump_choice_var": Simple_Rule_Ai.name,
       "bids_choice_var": Simple_Rule_Ai.name,
       "get_trick_action": Simple_Rule_Ai.name},
      # genetic rule AI
      {"trump_choice_var": Genetic_Rule_Ai.name,
       "bids_choice_var": Genetic_Rule_Ai.name,
       "get_trick_action": Genetic_Rule_Ai.name},
      # # Genetic NN AI
      # {"trump_choice_var": Genetic_NN_Ai.name,
      #   "bids_choice_var": Genetic_NN_Ai.name,
      #   "get_trick_action": Genetic_NN_Ai.name},
      # simple rule AI 2
      {"trump_choice_var": Simple_Rule_Ai.name,
       "bids_choice_var": Simple_Rule_Ai.name,
       "get_trick_action": Simple_Rule_Ai.name},
      # # Smart random AI 2
      # {"trump_choice_var": Smart_Random_Ai.name,
      #  "bids_choice_var": Smart_Random_Ai.name,
      #  "get_trick_action": Smart_Random_Ai.name},
      # # Uniform random AI 2
      # {"trump_choice_var": Uniform_Random_Ai.name,
      #  "bids_choice_var": Uniform_Random_Ai.name,
      #  "get_trick_action": Uniform_Random_Ai.name},
       ],
    n_players=4)
  start_time = time.perf_counter()
  # stats = auto_play_class.auto_play_single_threaded(
  #   n_games=n_games, reset_stats=True)
  stats = auto_play_class.auto_play_multi_threaded(
    n_games=n_games, reset_stats=True)
  end_time = time.perf_counter()
  # print(f"playing {n_games} games single-threaded took {end_time-start_time} s.")
  print(f"playing {n_games} games multi-threaded took {end_time-start_time} s.")
  print("average scores:\n", stats[0][-5:-1])
  print("win ratios:\n", stats[1][-5:-1])
  auto_play_class.plot_results()

if __name__ == "__main__":
  # help(plt.legend)
  main(n_games=10000)