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nivaldoho
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dqn-SpaceInvaders

Reinforcement Learning
stable-baselines3
SpaceInvadersNoFrameskip-v4
deep-reinforcement-learning
Eval Results
Model card Files Community
nivaldoho commited on
Commit
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1 Parent(s): d7b8ac7

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Files changed (10) hide show
  1. README.md +2 -2
  2. args.yml +1 -1
  3. config.yml +1 -1
  4. dqn-SpaceInvadersNoFrameskip-v4.zip +2 -2
  5. dqn-SpaceInvadersNoFrameskip-v4/data +0 -0
  6. dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth +2 -2
  7. dqn-SpaceInvadersNoFrameskip-v4/policy.pth +2 -2
  8. replay.mp4 +2 -2
  9. results.json +1 -1
  10. 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: 316.00 +/- 141.29
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  name: mean_reward
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  verified: false
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  ---
@@ -68,7 +68,7 @@ OrderedDict([('batch_size', 64),
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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', 0.025),
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- ('frame_stack', 2),
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  ('gamma', 0.99),
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  ('gradient_steps', 1),
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  ('learning_rate', 5e-05),
 
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  type: SpaceInvadersNoFrameskip-v4
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  metrics:
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  - type: mean_reward
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+ value: 488.00 +/- 176.62
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  name: mean_reward
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  verified: false
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  ---
 
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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', 0.025),
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+ ('frame_stack', 4),
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  ('gamma', 0.99),
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  ('gradient_steps', 1),
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  ('learning_rate', 5e-05),
args.yml CHANGED
@@ -54,7 +54,7 @@
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  - false
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  - - seed
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  - - storage
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  - - study_name
 
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config.yml CHANGED
@@ -10,7 +10,7 @@
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  - - exploration_fraction
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  - 0.025
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  - - frame_stack
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- - 2
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  - - gamma
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  - 0.99
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  - - gradient_steps
 
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  - - exploration_fraction
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  - - frame_stack
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  - - gamma
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dqn-SpaceInvadersNoFrameskip-v4.zip CHANGED
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results.json CHANGED
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