Learning to Adapt: Representation-Based Reinforcement Learning for Multi-Task Skill Transfer

arXiv:2606.12890v1 Announce Type: new Abstract: Reinforcement learning has achieved remarkable success in learning complex control policies, yet its applicability remains limited due to sample inefficiency and poor generalization across tasks. In this work, we propose RepMT-SAC, a framework for mul