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Space_invaders/.gitattributes

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Space_invaders/args.yml

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+!!python/object/apply:collections.OrderedDict
+- - - algo
+    - dqn
+  - - conf_file
+    - dqn.yml
+  - - device
+    - auto
+  - - env
+    - SpaceInvadersNoFrameskip-v4
+  - - env_kwargs
+    - null
+  - - eval_episodes
+    - 5
+  - - eval_freq
+    - 25000
+  - - gym_packages
+    - []
+  - - hyperparams
+    - null
+  - - log_folder
+    - logs/
+  - - log_interval
+    - -1
+  - - max_total_trials
+    - null
+  - - n_eval_envs
+    - 1
+  - - n_evaluations
+    - null
+  - - n_jobs
+    - 1
+  - - n_startup_trials
+    - 10
+  - - n_timesteps
+    - -1
+  - - n_trials
+    - 500
+  - - no_optim_plots
+    - false
+  - - num_threads
+    - -1
+  - - optimization_log_path
+    - null
+  - - optimize_hyperparameters
+    - false
+  - - progress
+    - false
+  - - pruner
+    - median
+  - - sampler
+    - tpe
+  - - save_freq
+    - -1
+  - - save_replay_buffer
+    - false
+  - - seed
+    - 3761556811
+  - - storage
+    - null
+  - - study_name
+    - null
+  - - tensorboard_log
+    - ''
+  - - track
+    - false
+  - - trained_agent
+    - ''
+  - - truncate_last_trajectory
+    - true
+  - - uuid
+    - false
+  - - vec_env
+    - dummy
+  - - verbose
+    - 1
+  - - wandb_entity
+    - null
+  - - wandb_project_name
+    - sb3
+  - - wandb_tags
+    - []

Space_invaders/config.yml

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+!!python/object/apply:collections.OrderedDict
+- - - batch_size
+    - 64
+  - - buffer_size
+    - 100000
+  - - env_wrapper
+    - - stable_baselines3.common.atari_wrappers.AtariWrapper
+  - - exploration_final_eps
+    - 0.01
+  - - exploration_fraction
+    - 0.15
+  - - frame_stack
+    - 4
+  - - gradient_steps
+    - 1
+  - - learning_rate
+    - 0.0001
+  - - learning_starts
+    - 10000
+  - - n_timesteps
+    - 10000
+  - - optimize_memory_usage
+    - false
+  - - policy
+    - CnnPolicy
+  - - target_update_interval
+    - 1000
+  - - train_freq
+    - 4

Space_invaders/dqn-SpaceInvadersNoFrameskip-v4.zip

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Space_invaders/dqn-SpaceInvadersNoFrameskip-v4/_stable_baselines3_version

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+2.3.0a1

Space_invaders/dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth

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Space_invaders/dqn-SpaceInvadersNoFrameskip-v4/policy.pth

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Space_invaders/dqn-SpaceInvadersNoFrameskip-v4/pytorch_variables.pth

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Space_invaders/dqn-SpaceInvadersNoFrameskip-v4/system_info.txt

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+- OS: Windows-10-10.0.22631-SP0 10.0.22631
+- Python: 3.11.5
+- Stable-Baselines3: 2.3.0a1
+- PyTorch: 2.2.0+cpu
+- GPU Enabled: False
+- Numpy: 1.24.3
+- Cloudpickle: 2.2.1
+- Gymnasium: 0.29.1
+- OpenAI Gym: 0.26.2

Space_invaders/env_kwargs.yml

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+render_mode: rgb_array

Space_invaders/results.json

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+{"mean_reward": 268.5, "std_reward": 78.16808811785025, "is_deterministic": false, "n_eval_episodes": 10, "eval_datetime": "2024-02-05T22:12:08.789683"}

Space_invaders/train_eval_metrics.zip

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