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ppo-LunarLander-v2-fullcoded
MattStammers/ppo-LunarLander-v2-fullcoded
ppo-LunarLander-v2-fullcoded is a reinforcement learning model from MattStammers. 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 PPO agent playing LunarLander-v2.
Access
Public
Updated Sep 19, 2023
Repo size
10.2 MB
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0
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Repo makeup
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.09.4 MB · 97%
At a glance
- Task
- Reinforcement Learning
- Access
- Public
- Created
- Sep 18, 2023
- Updated
- Sep 19, 2023
- SHA
- b4393342
Model card
From the Hugging Face model README
PPO Agent Playing LunarLander-v2
This is a trained model of a PPO agent playing LunarLander-v2.
Hyperparameters
See the GitHub for full info and the journey on creating this on the surface not particularly exciting model: https://github.com/MattStammers/PPO_Lander_Implementation
It took me 8 attempts to get the score to nearly reach 0 using a cleanRL implementation and WandB metric tracking and then this version was trained after 10 attempts converging at about 3 million training steps
- Task
- Reinforcement Learning
- Created
- Sep 18, 2023
- Updated
- Sep 19, 2023