Initial commit
Browse files- README.md +1 -1
- args.yml +2 -2
- dqn-SpaceInvadersNoFrameskip-v4.zip +2 -2
- dqn-SpaceInvadersNoFrameskip-v4/data +15 -15
- dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth +1 -1
- dqn-SpaceInvadersNoFrameskip-v4/policy.pth +1 -1
- replay.mp4 +2 -2
- results.json +1 -1
- train_eval_metrics.zip +2 -2
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:
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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: 693.00 +/- 243.09
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name: mean_reward
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verified: false
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---
|
args.yml
CHANGED
@@ -32,7 +32,7 @@
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- - n_startup_trials
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- - n_trials
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@@ -54,7 +54,7 @@
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- - save_replay_buffer
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- false
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- - seed
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-
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- null
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- 10
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- null
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- - study_name
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dqn-SpaceInvadersNoFrameskip-v4.zip
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size
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dqn-SpaceInvadersNoFrameskip-v4/data
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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
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"_abc_impl": "<_abc._abc_data object at
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},
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"_episode_num":
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"use_sde": false,
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"_current_progress_remaining": 0.0,
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"ep_info_buffer": {
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":serialized:": "
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@@ -83,12 +83,12 @@
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"__module__": "stable_baselines3.common.buffers",
|
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"__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 ",
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"sample": "<function ReplayBuffer.sample at
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"_get_samples": "<function ReplayBuffer._get_samples at
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"_abc_impl": "<_abc._abc_data object at
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},
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"replay_buffer_kwargs": {},
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"train_freq": {
|
@@ -101,7 +101,7 @@
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"exploration_final_eps": 0.01,
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"exploration_fraction": 0.1,
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"target_update_interval": 1000,
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"__init__": "<function CnnPolicy.__init__ at 0x7fabf28a6a60>",
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|
60 |
},
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61 |
+
"_episode_num": 1757,
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62 |
"use_sde": false,
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"sde_sample_freq": -1,
|
64 |
"_current_progress_remaining": 0.0,
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65 |
"ep_info_buffer": {
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":type:": "<class 'collections.deque'>",
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