ADARL: Adaptive Low-Rank Structures for Robust Policy Learning under Uncertainty

Chenliang Li, Junyu Leng, Jiaxiang Li +4

Robust reinforcement learning (Robust RL) seeks to handle epistemic uncertainty in environment dynamics, but existing approaches often rely on nested min--max optimization, which i…