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LitRL

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  1. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/README.md +27 -0
  2. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/actor_mcts_10-epoch-2.gif +0 -0
  3. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/actor_mcts_10-epoch-2.mp4 +0 -0
  4. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/actor_random-epoch-2.gif +0 -0
  5. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/actor_random-epoch-2.mp4 +0 -0
  6. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/critic_mcts_10-epoch-2.gif +0 -0
  7. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/critic_mcts_10-epoch-2.mp4 +0 -0
  8. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/critic_random-epoch-2.gif +0 -0
  9. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/critic_random-epoch-2.mp4 +0 -0
  10. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/model.pt +3 -0
  11. models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/model_config.yaml +28 -0
  12. models/ConnectFour-v3/AlphaGo/results.yaml +1 -0
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/README.md ADDED
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+ ---
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+ model-index:
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+ - name: mock
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+ results:
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+ - task:
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+ type: reinforcement-learning
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+ name: reinforcement-learning
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+ dataset:
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+ name: mock
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+ type: mock
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+ metrics:
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+ - type: mean_reward
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+ value: mock +/- mock
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+ name: mean_reward
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+ verified: false
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+ tags:
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+ - reinforcement-learning
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+ - connect-four
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+ - pytorch
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+ - custom-implementation
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+ - generic
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+ run_info:
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+ litrl:
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+ version: !!python/module:litrl._version ''
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+ repo_url: git@github.com:c-gohlke/LitRL.git
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+ commit_hash: 17d756dafc3357579ea8d98ef5efd48bab2e33cd
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+ ---
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/actor_mcts_10-epoch-2.gif ADDED
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/actor_mcts_10-epoch-2.mp4 ADDED
Binary file (34.9 kB). View file
 
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/actor_random-epoch-2.gif ADDED
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/actor_random-epoch-2.mp4 ADDED
Binary file (36.7 kB). View file
 
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/critic_mcts_10-epoch-2.gif ADDED
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/critic_mcts_10-epoch-2.mp4 ADDED
Binary file (32 kB). View file
 
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/critic_random-epoch-2.gif ADDED
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/critic_random-epoch-2.mp4 ADDED
Binary file (42.1 kB). View file
 
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/model.pt ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:8bbe3c5d394ed2a739afa87341d1e47cf9f12c432b2a9456691fc959a8482df2
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+ size 254019
models/ConnectFour-v3/AlphaGo/ea86d89bb516412993358ce0f2fa70b0/model_config.yaml ADDED
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+ root: !!python/object:litrl.schema.model.ModelConfigSchema
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+ buffer: !!python/object:litrl.schema.model.BufferSchema
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+ batch_size: 256
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+ max_size: 1000000
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+ env_fabric: !!python/object:litrl.schema.env.EnvSchema
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+ _target_: litrl.make
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+ id: ConnectFour-v3
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+ opponent: !!python/object:litrl.schema.agent.AgentSchema
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+ _target_: litrl.common.agent.RandomMultiAgent
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+ render_mode: null
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+ val: null
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+ env_id: ConnectFour-v3
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+ epsilon: 0.0
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+ gamma: 0.99
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+ hidden_size: 64
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+ lr: 0.0001
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+ n_hidden_layers: 2
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+ seed: 123
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+ target_entropy: null
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+ tau: 0.005
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+ val_env_fabric: !!python/object:litrl.schema.env.EnvSchema
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+ _target_: litrl.make
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+ id: ConnectFour-v3
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+ opponent: !!python/object:litrl.schema.agent.AgentSchema
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+ _target_: litrl.algo.mcts.agent.MCTSAgent
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+ render_mode: rgb_array
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+ val: true
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+ warm_start_steps: 10000
models/ConnectFour-v3/AlphaGo/results.yaml CHANGED
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  7cde1c808d0b4095a49f37654f7b039c: 0.5
 
 
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