eldraco commited on
Commit
c359c04
1 Parent(s): c8ae02c

Initial commit

Browse files
README.md CHANGED
@@ -16,7 +16,7 @@ model-index:
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  type: SpaceInvadersNoFrameskip-v4
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  metrics:
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  - type: mean_reward
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- value: 772.00 +/- 290.97
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  name: mean_reward
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  verified: false
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  ---
 
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  type: SpaceInvadersNoFrameskip-v4
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  metrics:
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  - type: mean_reward
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+ value: 985.00 +/- 375.24
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  name: mean_reward
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  verified: false
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  ---
dqn-SpaceInvadersNoFrameskip-v4.zip CHANGED
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dqn-SpaceInvadersNoFrameskip-v4/data CHANGED
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  "__module__": "stable_baselines3.dqn.policies",
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  "__doc__": "\n Policy class for DQN when using images as input.\n\n :param observation_space: Observation space\n :param action_space: Action space\n :param lr_schedule: Learning rate schedule (could be constant)\n :param net_arch: The specification of the policy and value networks.\n :param activation_fn: Activation function\n :param features_extractor_class: Features extractor to use.\n :param normalize_images: Whether to normalize images or not,\n dividing by 255.0 (True by default)\n :param optimizer_class: The optimizer to use,\n ``th.optim.Adam`` by default\n :param optimizer_kwargs: Additional keyword arguments,\n excluding the learning rate, to pass to the optimizer\n ",
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  },
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68
  },
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  "ep_success_buffer": {
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  ":type:": "<class 'collections.deque'>",
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  ":serialized:": "gAWVIAAAAAAAAACMC2NvbGxlY3Rpb25zlIwFZGVxdWWUk5QpS2SGlFKULg=="
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  },
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- "_n_updates": 987499,
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  "buffer_size": 1,
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  "batch_size": 32,
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  "learning_starts": 100000,
@@ -83,12 +83,12 @@
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  ":serialized:": "gAWVNQAAAAAAAACMIHN0YWJsZV9iYXNlbGluZXMzLmNvbW1vbi5idWZmZXJzlIwMUmVwbGF5QnVmZmVylJOULg==",
84
  "__module__": "stable_baselines3.common.buffers",
85
  "__doc__": "\n Replay buffer used in off-policy algorithms like SAC/TD3.\n\n :param buffer_size: Max number of element in the buffer\n :param observation_space: Observation space\n :param action_space: Action space\n :param device: PyTorch device\n :param n_envs: Number of parallel environments\n :param optimize_memory_usage: Enable a memory efficient variant\n of the replay buffer which reduces by almost a factor two the memory used,\n at a cost of more complexity.\n See https://github.com/DLR-RM/stable-baselines3/issues/37#issuecomment-637501195\n and https://github.com/DLR-RM/stable-baselines3/pull/28#issuecomment-637559274\n Cannot be used in combination with handle_timeout_termination.\n :param handle_timeout_termination: Handle timeout termination (due to timelimit)\n separately and treat the task as infinite horizon task.\n https://github.com/DLR-RM/stable-baselines3/issues/284\n ",
86
- "__init__": "<function ReplayBuffer.__init__ at 0x7fa2e8cf4ca0>",
87
- "add": "<function ReplayBuffer.add at 0x7fa2e8cf4d30>",
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- "sample": "<function ReplayBuffer.sample at 0x7fa2e8cf4dc0>",
89
- "_get_samples": "<function ReplayBuffer._get_samples at 0x7fa2e8cf4e50>",
90
  "__abstractmethods__": "frozenset()",
91
- "_abc_impl": "<_abc._abc_data object at 0x7fa2e8c99d00>"
92
  },
93
  "replay_buffer_kwargs": {},
94
  "train_freq": {
@@ -101,7 +101,7 @@
101
  "exploration_final_eps": 0.01,
102
  "exploration_fraction": 0.1,
103
  "target_update_interval": 1000,
104
- "_n_calls": 4049999,
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  "max_grad_norm": 10,
106
  "exploration_rate": 0.01,
107
  "exploration_schedule": {
 
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  "__module__": "stable_baselines3.dqn.policies",
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  "__doc__": "\n Policy class for DQN when using images as input.\n\n :param observation_space: Observation space\n :param action_space: Action space\n :param lr_schedule: Learning rate schedule (could be constant)\n :param net_arch: The specification of the policy and value networks.\n :param activation_fn: Activation function\n :param features_extractor_class: Features extractor to use.\n :param normalize_images: Whether to normalize images or not,\n dividing by 255.0 (True by default)\n :param optimizer_class: The optimizer to use,\n ``th.optim.Adam`` by default\n :param optimizer_kwargs: Additional keyword arguments,\n excluding the learning rate, to pass to the optimizer\n ",
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+ "__init__": "<function CnnPolicy.__init__ at 0x7fc95859a430>",
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  "__abstractmethods__": "frozenset()",
9
+ "_abc_impl": "<_abc._abc_data object at 0x7fc95859c340>"
10
  },
11
  "verbose": 1,
12
  "policy_kwargs": {},
 
34
  "_np_random": "RandomState(MT19937)"
35
  },
36
  "n_envs": 1,
37
+ "num_timesteps": 8984937,
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  "_total_timesteps": 10000000,
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  "_num_timesteps_at_start": 0,
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  "seed": 0,
 
56
  },
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  "_last_original_obs": {
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