From 4b3601eec96124dab52d596133611ffd97841e9f Mon Sep 17 00:00:00 2001 From: Vasilis Valatsos Date: Sat, 25 Nov 2023 12:47:07 +0100 Subject: [PATCH] Randomized player generation location and fixed savesystem for single-agent --- assets/map/Entities.csv | 12 ++++++------ game.py | 4 ++-- level/level.py | 29 +++++++++++++++-------------- single-agent.py | 17 +++++++++++------ tmp/ppo/player_actor | Bin 304890 -> 0 bytes tmp/ppo/player_critic | Bin 299780 -> 0 bytes 6 files changed, 34 insertions(+), 28 deletions(-) delete mode 100644 tmp/ppo/player_actor delete mode 100644 tmp/ppo/player_critic diff --git a/assets/map/Entities.csv b/assets/map/Entities.csv index b39d9ce..98bb2f7 100644 --- a/assets/map/Entities.csv +++ b/assets/map/Entities.csv @@ -12,20 +12,20 @@ -1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,393,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1,-1 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reset=False): + def __init__(self, n_players, reset=False): # General Settings self.game_paused = False @@ -37,7 +37,7 @@ class Level: self.attackable_sprites = pygame.sprite.Group() # Sprite setup and entity generation - self.create_map() + self.create_map(n_players) self.get_players_enemies() self.get_distance_direction() if not reset: @@ -52,7 +52,7 @@ class Level: # UI setup self.ui = UI() - def create_map(self): + def create_map(self, n_players): player_id = 0 script_dir = os.path.dirname(os.path.abspath(__file__)) asset_path = os.path.join( @@ -95,18 +95,19 @@ class Level: (x, y), [self.visible_sprites]) elif col == '400': - # Player Generation - Player( - (x, y), - [self.visible_sprites], - self.obstacle_sprites, - self.visible_sprites, - self.attack_sprites, - self.attackable_sprites, - 'tank', - player_id) + if choice([0, 1]) == 1 and player_id <= n_players: + # Player Generation + Player( + (x, y), + [self.visible_sprites], + self.obstacle_sprites, + self.visible_sprites, + self.attack_sprites, + self.attackable_sprites, + 'tank', + player_id) - player_id += 1 + player_id += 1 elif col == '401': # Player Generation diff --git a/single-agent.py b/single-agent.py index 6b7f1ef..956a00b 100644 --- a/single-agent.py +++ b/single-agent.py @@ -10,16 +10,16 @@ from os import environ environ['PYGAME_HIDE_SUPPORT_PROMPT'] = '1' -random.seed(1) np.random.seed(1) T.manual_seed(1) n_episodes = 1000 game_len = 5000 +n_players = 8 figure_file = 'plots/score_sp.png' -game = Game() +game = Game(n_players) agent = game.level.player_sprites[0].agent @@ -30,7 +30,7 @@ avg_score = np.zeros(game.max_num_players) for i in tqdm(range(n_episodes)): # TODO: Make game.level.reset_map() so we don't __init__ everything all the time (such a waste) if i != 0: - game.level.__init__(reset=True) + game.level.__init__(n_players, reset=True) # TODO: Make game.level.reset_map() so we don't pull out and load the agent every time (There is -definitevly- a better way) for player in game.level.player_sprites: @@ -59,15 +59,20 @@ for i in tqdm(range(n_episodes)): score_history[player.player_id]) if np.mean(avg_score) > np.mean(best_score): + print( + f"\nNew Best score: {np.mean(avg_score)}\ + \nOld Best score: {np.mean(best_score)}") best_score = avg_score print("Saving models for agent...") - player.agent.save_models( + game.level.player_sprites[0].agent.save_models( actr_chkpt="player_actor", crtc_chkpt="player_critic") print("Models saved ...\n") - print( - f"\nAverage score: {np.mean(avg_score)}\nBest score: {np.mean(best_score)}") +print("\nEpisodes done, saving models...") +game.level.player_sprites[0].agent.save_models( + actr_chkpt="player_actor", crtc_chkpt="player_critic") +print("Models saved ...\n") plt.plot(score_history) plt.savefig(figure_file) diff --git a/tmp/ppo/player_actor b/tmp/ppo/player_actor deleted file mode 100644 index 6ee4c27850c340798df71ea2c1790dfe17f48d9e..0000000000000000000000000000000000000000 GIT binary patch literal 0 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