ForgetMimic: Motion Unlearning for Reinforcement Learning Humanoid Control
Experimental results demonstrate that ForgetMimic effectively eliminates memory of designated motions while maintaining the normal operation of all other motions, and identifies and resolves two key training mechanisms in robot control that lead to unlearning failure.
Xu-Kun Luan, Zhong-Xiang Lei, Chen Gong et al.
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