From 934cfe4c15c1b01fe587e3b926820b50d5a92c2e Mon Sep 17 00:00:00 2001 From: Adrien <adrien.payen@student.uclouvain.be> Date: Wed, 15 May 2024 09:38:20 +0200 Subject: [PATCH] update ML --- .DS_Store | Bin 6148 -> 8196 bytes {100k_false => False/100k_false}/Figure_1.png | Bin {100k_false => False/100k_false}/Figure_2.png | Bin {100k_false => False/100k_false}/Figure_3.png | Bin {10k_false => False/10k_false}/Figure_1.png | Bin {10k_false => False/10k_false}/Figure_2.png | Bin {10k_false => False/10k_false}/Figure_3.png | Bin {1M_false => False/1M_false}/Figure_1.png | Bin {1M_false => False/1M_false}/Figure_2.png | Bin {1M_false => False/1M_false}/Figure_3.png | Bin True/.DS_Store | Bin 0 -> 6148 bytes True/100k_true/Figure_1.png | Bin 0 -> 20940 bytes True/100k_true/Figure_2.png | Bin 0 -> 97034 bytes True/10k_true/Figure_1.png | Bin 0 -> 23475 bytes True/10k_true/Figure_2png.png | Bin 0 -> 108183 bytes True/Figure_1.png | Bin 0 -> 65303 bytes plot.py | 15 ++++++-- validation.py | 36 ++++++------------ 18 files changed, 23 insertions(+), 28 deletions(-) rename {100k_false => False/100k_false}/Figure_1.png (100%) rename {100k_false => False/100k_false}/Figure_2.png (100%) rename {100k_false => False/100k_false}/Figure_3.png (100%) rename {10k_false => False/10k_false}/Figure_1.png (100%) rename {10k_false => False/10k_false}/Figure_2.png (100%) rename {10k_false => False/10k_false}/Figure_3.png (100%) rename {1M_false => False/1M_false}/Figure_1.png (100%) rename {1M_false => False/1M_false}/Figure_2.png (100%) rename {1M_false => False/1M_false}/Figure_3.png (100%) create mode 100644 True/.DS_Store create mode 100644 True/100k_true/Figure_1.png create mode 100644 True/100k_true/Figure_2.png create mode 100644 True/10k_true/Figure_1.png create mode 100644 True/10k_true/Figure_2png.png create mode 100644 True/Figure_1.png diff --git a/.DS_Store b/.DS_Store index 7e1cf6af650f4856839383fec3ac7e1495eaf13e..0e23e772b737faf303350bf9ce9424c18f060d1c 100644 GIT binary patch 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ztNwQKnHhvm<Z#s`X9t<nwpMbB7TFYg;r8Au{1L7sBYeymg->TX3nYkT(X<6(1iJ!i z$$?W}xdN<-TEuBxRMt_t!gK-9^&2V~e5B0y%cG^eJyl+X+6|2QL8ivB5<S3Ss>{oF z-B@G5oEk1Og=VUK`Y{YQWU;im!oFKafa0ZGjg0CRX&(stHTbmD{P|D)yG&A_Nf2`f ze@-fCM=iND0a>sEg_)F|TGoU6_c!L{<+XBrY0U0uMc20&m@_SoG!G<Q7EI_3cmmVo z41sN!)ceN9n{91vstuip6r`2cZRd9*@v>n8DYF4EsCQ4?-ynE$PvVbTkvyrXt9u21 vhE0{{FD4i3A@9Tg?b80A{KEh3kLM&5bmFuUYmTUqKF7k0y6@2*x2S&u(B*+_ literal 0 HcmV?d00001 diff --git a/plot.py b/plot.py index dd9d81a..0873e38 100644 --- a/plot.py +++ b/plot.py @@ -30,7 +30,7 @@ def plot_state_based_turns(): plt.figure(figsize=(12, 6)) # Simulate and plot average turns for each strategy for strategy, name in zip(strategies, strategy_names): - mean_turns = validation_instance.simulate_state(strategy, layout, circle, num_games) + mean_turns = validation_instance.state_simulation(strategy, layout, circle, num_games) plt.plot(range(len(mean_turns)), mean_turns, marker='o', linestyle='-', label=name) plt.xlabel('State') @@ -93,11 +93,18 @@ if __name__ == '__main__': ##### Paramètres ##### # Define the layout of the game board - layout = [0, 0, 3, 0, 0, 0, 2, 0, 0, 0, 3, 0, 0, 1, 0] + #layout = [0, 0, 3, 0, 0, 0, 2, 0, 0, 0, 3, 0, 0, 1, 0] + + #layout = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 2, 1, 0] + + #layoutfastlaneWt = [0, 0, 3, 0, 2, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0] + #layoutslowlaneWt = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 3, 0, 2, 1, 0] + + layout = [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] # Indicates whether the board is circular or linear circle = False # Number of games to simulate - num_games = 10000 + num_games = 100 # Initialize Validation instance with the specified layout and circle type validation_instance = Val(layout, circle) @@ -106,5 +113,5 @@ if __name__ == '__main__': # Run the defined plotting functions with specified parameters plot_strategy_comparison(num_games) plot_state_based_turns() - plot_state_based_comparison(num_games_list = [10, 100, 1000]) + plot_state_based_comparison(num_games_list = [10,100,1000]) plot_state_based_comparison_once(num_games) \ No newline at end of file diff --git a/validation.py b/validation.py index 7e72b5e..052645c 100644 --- a/validation.py +++ b/validation.py @@ -42,7 +42,7 @@ class Validation: self.costs_by_dice_type['RiskyDice'][i] = 3 if die_type == 3 else 0 - def simulate_game(self, strategy: list, n_iterations: int): + def simulate_rounds(self, strategy: list, n_iterations: int): """Simulate the game using a given strategy over multiple iterations.""" transition_matrices = [self.safe_dice, self.normal_dice, self.risky_dice] total_turns = np.zeros(n_iterations) @@ -74,7 +74,7 @@ class Validation: return np.mean(total_turns) - def simulate_state(self, strategy: list, layout: list, circle: bool, n_iterations: int): + def state_simulation(self, strategy: list, layout: list, circle: bool, n_iterations: int): """Simulate game states using a given strategy.""" safe_dice = self.tmc_instance._compute_safe_matrix() normal_dice = self.tmc_instance._compute_normal_matrix(layout, circle)[0] @@ -117,7 +117,7 @@ class Validation: def play_optimal_policy(self, n_iterations : int): """Play using the optimal policy for a number of iterations.""" - return self.simulate_game(self.optimal_policy, n_iterations) + return self.simulate_rounds(self.optimal_policy, n_iterations) def play_dice_strategy(self, dice_choice, n_iterations : int): """Play using a specific dice strategy for a number of iterations.""" @@ -130,17 +130,17 @@ class Validation: if strategy is None: raise ValueError("Invalid dice choice") - return self.simulate_game(strategy, n_iterations) + return self.simulate_rounds(strategy, n_iterations) def play_random_strategy(self, n_iterations : int ): """Play using a random strategy for a number of iterations.""" - return self.simulate_game(self.random_strategy, n_iterations) + return self.simulate_rounds(self.random_strategy, n_iterations) def compare_empirical_vs_value_iteration(self, num_games : int): """Compare expected value iteration turns with empirical turns.""" value_iteration_turns = self.expec - empirical_turns = self.simulate_state(self.optimal_policy, self.layout, self.circle, n_iterations=num_games) + empirical_turns = self.state_simulation(self.optimal_policy, self.layout, self.circle, n_iterations=num_games) mean_turns_by_state = { 'ValueIteration': value_iteration_turns.tolist(), @@ -148,34 +148,22 @@ class Validation: } return mean_turns_by_state - - def empirical_cost_of_square(self, strategy: list, n_iterations: int): - """Calculate the empirical cost of a square for a given strategy.""" - total_square_costs = [] - - for _ in range(n_iterations): - game_cost = self.simulate_game(strategy, 1) - square_cost = game_cost ** 2 - total_square_costs.append(square_cost) - - empirical_cost = np.mean(total_square_costs) - return empirical_cost def compare_state_based_turns(self, num_games : int ): # Compare the expected turns from value iteration with empirical state-based turns value_iteration = self.expec - empirical_turns = self.simulate_state(self.optimal_policy, self.layout, self.circle, n_iterations=num_games) + empirical_turns = self.state_simulation(self.optimal_policy, self.layout, self.circle, n_iterations=num_games) return value_iteration, empirical_turns def compare_strategies(self, num_games : int): # Compare the costs of different strategies over a number of games - optimal_cost = self.simulate_game(self.optimal_policy, n_iterations=num_games) - dice1_cost = self.simulate_game(self.safe_strategy, n_iterations=num_games) - dice2_cost = self.simulate_game(self.normal_strategy, n_iterations=num_games) - dice3_cost = self.simulate_game(self.risky_strategy, n_iterations=num_games) - random_cost = self.simulate_game(self.random_strategy, n_iterations=num_games) + optimal_cost = self.simulate_rounds(self.optimal_policy, n_iterations=num_games) + dice1_cost = self.simulate_rounds(self.safe_strategy, n_iterations=num_games) + dice2_cost = self.simulate_rounds(self.normal_strategy, n_iterations=num_games) + dice3_cost = self.simulate_rounds(self.risky_strategy, n_iterations=num_games) + random_cost = self.simulate_rounds(self.random_strategy, n_iterations=num_games) return { 'Optimal': optimal_cost, -- GitLab