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Space_invaders

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  1. args.yml +81 -0
  2. config.yml +29 -0
  3. dqn-SpaceInvadersNoFrameskip-v4.zip +3 -0
  4. dqn-SpaceInvadersNoFrameskip-v4/_stable_baselines3_version +1 -0
  5. dqn-SpaceInvadersNoFrameskip-v4/data +0 -0
  6. dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth +3 -0
  7. dqn-SpaceInvadersNoFrameskip-v4/policy.pth +3 -0
  8. dqn-SpaceInvadersNoFrameskip-v4/pytorch_variables.pth +3 -0
  9. dqn-SpaceInvadersNoFrameskip-v4/system_info.txt +9 -0
  10. env_kwargs.yml +1 -0
  11. results.json +1 -0
  12. train_eval_metrics.zip +3 -0
args.yml ADDED
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+ !!python/object/apply:collections.OrderedDict
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+ - - - algo
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+ - dqn
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+ - - conf_file
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+ - dqn.yml
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+ - - device
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+ - auto
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+ - - env
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+ - SpaceInvadersNoFrameskip-v4
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+ - - env_kwargs
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+ - null
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+ - - eval_episodes
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+ - 5
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+ - - eval_freq
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+ - 25000
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+ - - gym_packages
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+ - []
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+ - - hyperparams
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+ - null
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+ - - log_folder
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+ - logs/
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+ - - log_interval
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+ - -1
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+ - - max_total_trials
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+ - null
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+ - - n_eval_envs
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+ - 1
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+ - - n_evaluations
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+ - null
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+ - - n_jobs
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+ - - n_timesteps
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+ - -1
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+ - 500
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+ - - no_optim_plots
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+ - false
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+ - -1
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+ - - optimization_log_path
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+ - null
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+ - false
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+ - - progress
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+ - false
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+ - - pruner
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+ - median
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+ - - sampler
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+ - tpe
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+ - -1
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+ - - save_replay_buffer
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+ - false
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+ - - seed
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+ - 3761556811
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+ - - storage
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+ - null
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+ - - study_name
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+ - null
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+ - - tensorboard_log
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+ - ''
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+ - - track
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+ - false
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+ - - trained_agent
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+ - ''
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+ - - truncate_last_trajectory
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+ - true
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+ - - uuid
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+ - false
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+ - - vec_env
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+ - dummy
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+ - - verbose
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+ - 1
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+ - - wandb_entity
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+ - null
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+ - - wandb_project_name
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+ - sb3
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+ - - wandb_tags
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+ - []
config.yml ADDED
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+ !!python/object/apply:collections.OrderedDict
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+ - - - batch_size
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+ - 64
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+ - - buffer_size
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+ - 100000
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+ - - env_wrapper
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+ - - stable_baselines3.common.atari_wrappers.AtariWrapper
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+ - - exploration_final_eps
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+ - 0.01
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+ - - exploration_fraction
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+ - 0.15
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+ - - frame_stack
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+ - 4
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+ - - gradient_steps
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+ - - learning_rate
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+ - 0.0001
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+ - 10000
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+ - - n_timesteps
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+ - 10000
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+ - - optimize_memory_usage
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+ - false
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+ - - policy
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+ - CnnPolicy
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+ - - target_update_interval
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+ - 1000
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+ - - train_freq
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dqn-SpaceInvadersNoFrameskip-v4.zip ADDED
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dqn-SpaceInvadersNoFrameskip-v4/_stable_baselines3_version ADDED
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dqn-SpaceInvadersNoFrameskip-v4/policy.optimizer.pth ADDED
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dqn-SpaceInvadersNoFrameskip-v4/pytorch_variables.pth ADDED
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dqn-SpaceInvadersNoFrameskip-v4/system_info.txt ADDED
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+ - OS: Windows-10-10.0.22631-SP0 10.0.22631
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+ - Python: 3.11.5
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+ - Stable-Baselines3: 2.3.0a1
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+ - PyTorch: 2.2.0+cpu
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+ - GPU Enabled: False
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+ - Numpy: 1.24.3
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+ - Cloudpickle: 2.2.1
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+ - Gymnasium: 0.29.1
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+ - OpenAI Gym: 0.26.2
env_kwargs.yml ADDED
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results.json ADDED
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train_eval_metrics.zip ADDED
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