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Harbin Institute of Technology, Shenzhen
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Skill-Compositional Experts can dramatically enhance a robot's ability to learn new tasks without forgetting old ones, tackling a critical barrier in embodied AI.
Achieve stable continual learning without catastrophic forgetting by fixing classifier weights to an Equiangular Tight Frame and aligning features geometrically.
