Skill-aware Mutual Information Optimisation for Generalisation in Reinforcement Learning

Xuehui Yu, Mhairi Dunion, Xin Li +1

Meta-Reinforcement Learning (Meta-RL) agents can struggle to operate across tasks with varying environmental features that require different optimal skills (i.e., different modes o…