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A3C-ICM-KungFuMaster-v5
hishamcse/A3C-ICM-KungFuMaster-v5
A3C-ICM-KungFuMaster-v5 is a reinforcement learning model from hishamcse. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product.
This is a trained model of a A3C-ICM agent playing ALE/KungFuMaster-v5 .
Access
Public
Updated Aug 12, 2024
Repo size
99 MB
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0
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Repo makeup
Click a slice to open those files.
.pt93.7 MB · 95%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Jul 6, 2024
- Updated
- Aug 12, 2024
- SHA
- cacfbb23
Model card
From the Hugging Face model README
A3C with ICM Agent playing ALE/KungFuMaster-v5
This is a trained model of a A3C-ICM agent playing ALE/KungFuMaster-v5 .
Codes
Github repos(Give a star if found useful):
- https://github.com/hishamcse/Advanced-DRL-Renegades-Game-Bots
- https://github.com/hishamcse/DRL-Renegades-Game-Bots
- https://github.com/hishamcse/Robo-Chess
Kaggle Notebook:
Hyperparameters
"envid": "ALE/KungFuMaster-v5",
"learningrate": 0.0002,
"tau": 1.0,
"num_local_step": 50,
"num_global_step": 380000,
"gamma": 0.99,
"lambda": 0.1,
"eta": 0.2,
"beta": 0.2,
"max_actions": 500
- Task
- Reinforcement Learning
- Created
- Jul 6, 2024
- Updated
- Aug 12, 2024