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ml-at-redo1/robocode-tank-rl
robocode-tank-rl is a machine learning model from ml-at-redo1. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
MuZero-family policy for Robocode Tank Royale 1v1 (ndriggs-bot), trained with LightZero via league self-play in a bit-exact Python re-implementation of the Tank Royale v1.0.2 physics.
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From the Hugging Face model README
MuZero-family policy for Robocode Tank Royale 1v1 (ndriggs-bot), trained with LightZero via league self-play in a bit-exact Python re-implementation of the Tank Royale v1.0.2 physics.
Current: {"mode": "policy", "obs_mode": "threat", "algo": "muzero", "num_simulations": 24, "frame_skip": 2, "num_actions": 45, "obs_dim": 35, "source_ckpt": "gen6.pth.tar", "note": "gen6 @102k: pure 1v1 (knockout), 4-6 vs joshmoody PR3 (up from 0-10)"}