policy
MURA-RL-DeepEnsembleV2-82.4
blahmin · RLlib
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Overview
Name
MURA-RL-DeepEnsembleV2-82.4
Author
blahmin
Framework
RLlib
License
unknown
Skill type
other
Evidence level
untested
Task description
MURA-RL-DeepEnsembleV2-82.4 is an RL-enhanced ensemble model for X-ray fracture identification, inspired by DeepSeek-R1’s reward-driven reinforcement learning. It combines three CNNs with an RL-based weighting agent, achieving 82.4% validation accuracy and 0.65 Cohen’s Kappa score. Pretrained weight
Spaces
Action space
other · 0-dim · 0Hz
Observation space
- type: other
Links
HuggingFace repo
null
Paper (arXiv)
null
Compatible robots
20anybotics-anymal-cnot in seedalohanot in seedgoogle-barkour-vbnot in seedboston-dynamics-spotnot in seedfranka-fr3not in seedgoogle-barkour-v0not in seedagilex-pipernot in seedberkeley-humanoidnot in seedbitcraze-crazyflie-2not in seedanybotics-anymal-bnot in seedagility-cassienot in seedarx-l5not in seedbooster-t1not in seedfranka-emika-pandanot in seedfranka-fr3-v2not in seeddynamixel-2rnot in seedflexiv-rizon4not in seedassetsnot in seedapptronik-apollonot in seedfourier-n1not in seed
Compatible environments
0No environments list MURA-RL-DeepEnsembleV2-82.4 yet.
Datasets that reference this policy
0No datasets reference MURA-RL-DeepEnsembleV2-82.4 yet.