Ruiqi Ni

Physics-informed Value Learner for Offline Goal-Conditioned Reinforcement Learning

2025

Offline Goal-Conditioned Reinforcement Learning (GCRL) holds great promise for domains such as autonomous navigation and locomotion, where collecting interactive data is costly and unsafe. However, it remains challenging in practice due to the need to …