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hot update Double DQN

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johnjim0816
2022-08-30 16:29:57 +08:00
parent 0b0f7e857d
commit 764ba63d40
26 changed files with 803 additions and 365 deletions
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22
projects/codes/DQN/outputs/CartPole-v0/20220823-173936/results/params.json
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@@ -1 +1,21 @@
{"algo_name": "DQN", "env_name": "CartPole-v0", "train_eps": 200, "test_eps": 20, "gamma": 0.95, "epsilon_start": 0.95, "epsilon_end": 0.01, "epsilon_decay": 500, "lr": 0.0001, "memory_capacity": 100000, "batch_size": 64, "target_update": 4, "hidden_dim": 256, "device": "cpu", "seed": 10, "result_path": "C:\\Users\\jiangji\\Desktop\\rl-tutorials\\codes\\DQN/outputs/CartPole-v0/20220823-173936/results", "model_path": "C:\\Users\\jiangji\\Desktop\\rl-tutorials\\codes\\DQN/outputs/CartPole-v0/20220823-173936/models", "show_fig": false, "save_fig": true}
{
"algo_name": "DQN",
"env_name": "CartPole-v0",
"train_eps": 200,
"test_eps": 20,
"gamma": 0.95,
"epsilon_start": 0.95,
"epsilon_end": 0.01,
"epsilon_decay": 500,
"lr": 0.0001,
"memory_capacity": 100000,
"batch_size": 64,
"target_update": 4,
"hidden_dim": 256,
"device": "cpu",
"seed": 10,
"result_path": "C:\\Users\\jiangji\\Desktop\\rl-tutorials\\codes\\DQN/outputs/CartPole-v0/20220823-173936/results",
"model_path": "C:\\Users\\jiangji\\Desktop\\rl-tutorials\\codes\\DQN/outputs/CartPole-v0/20220823-173936/models",
"show_fig": false,
"save_fig": true
}

25
projects/codes/DQN/outputs/CartPole-v1/20220828-214702/results/params.json
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@@ -1 +1,24 @@
{"algo_name": "DQN", "env_name": "CartPole-v1", "train_eps": 2000, "test_eps": 20, "ep_max_steps": 100000, "gamma": 0.99, "epsilon_start": 0.95, "epsilon_end": 0.01, "epsilon_decay": 6000, "lr": 1e-05, "memory_capacity": 200000, "batch_size": 64, "target_update": 4, "hidden_dim": 256, "device": "cuda", "seed": 10, "show_fig": false, "save_fig": true, "result_path": "C:\\Users\\24438\\Desktop\\rl-tutorials\\codes\\DQN/outputs/CartPole-v1/20220828-214702/results", "model_path": "C:\\Users\\24438\\Desktop\\rl-tutorials\\codes\\DQN/outputs/CartPole-v1/20220828-214702/models", "n_states": 4, "n_actions": 2}
{
"algo_name": "DQN",
"env_name": "CartPole-v1",
"train_eps": 2000,
"test_eps": 20,
"ep_max_steps": 100000,
"gamma": 0.99,
"epsilon_start": 0.95,
"epsilon_end": 0.01,
"epsilon_decay": 6000,
"lr": 1e-05,
"memory_capacity": 200000,
"batch_size": 64,
"target_update": 4,
"hidden_dim": 256,
"device": "cuda",
"seed": 10,
"show_fig": false,
"save_fig": true,
"result_path": "C:\\Users\\24438\\Desktop\\rl-tutorials\\codes\\DQN/outputs/CartPole-v1/20220828-214702/results",
"model_path": "C:\\Users\\24438\\Desktop\\rl-tutorials\\codes\\DQN/outputs/CartPole-v1/20220828-214702/models",
"n_states": 4,
"n_actions": 2
}