Hevagog commited on
Commit
6725f0b
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1 Parent(s): 859bfac

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: 505.50 +/- 90.54
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  name: mean_reward
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  verified: false
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  ---
@@ -62,13 +62,13 @@ python -m rl_zoo3.push_to_hub --algo dqn --env SpaceInvadersNoFrameskip-v4 -f lo
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  ## Hyperparameters
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  ```python
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- OrderedDict([('batch_size', 32),
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  ('buffer_size', 100000),
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  ('env_wrapper',
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  ['stable_baselines3.common.atari_wrappers.AtariWrapper']),
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  ('exploration_final_eps', 0.01),
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- ('exploration_fraction', 0.1),
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- ('frame_stack', 4),
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  ('gradient_steps', 1),
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  ('learning_rate', 0.0001),
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  ('learning_starts', 100000),
 
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  type: SpaceInvadersNoFrameskip-v4
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  metrics:
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  - type: mean_reward
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+ value: 532.50 +/- 197.07
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  name: mean_reward
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  verified: false
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  ---
 
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  ## Hyperparameters
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  ```python
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+ OrderedDict([('batch_size', 64),
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  ('buffer_size', 100000),
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  ('env_wrapper',
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  ['stable_baselines3.common.atari_wrappers.AtariWrapper']),
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  ('exploration_final_eps', 0.01),
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+ ('exploration_fraction', 0.2),
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+ ('frame_stack', 8),
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  ('gradient_steps', 1),
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  ('learning_rate', 0.0001),
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  ('learning_starts', 100000),
args.yml CHANGED
@@ -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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  - - storage
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  - null
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  - - study_name
 
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  - - seed
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  - - storage
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config.yml CHANGED
@@ -1,6 +1,6 @@
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  !!python/object/apply:collections.OrderedDict
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  - - - batch_size
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- - 32
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  - - buffer_size
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  - 100000
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  - - env_wrapper
@@ -8,9 +8,9 @@
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  - - exploration_final_eps
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  - 0.01
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  - - exploration_fraction
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- - 0.1
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  - - frame_stack
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  - - gradient_steps
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  - - learning_rate
 
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  !!python/object/apply:collections.OrderedDict
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  - - buffer_size
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  - - env_wrapper
 
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  - - exploration_final_eps
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  - - learning_rate
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results.json CHANGED
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- {"mean_reward": 505.5, "std_reward": 90.5386657732485, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-05-15T23:22:14.095465"}
 
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