Feasibility-Aware Pessimistic Estimation: Toward Long-Horizon Safety in Offline RL

Zhikun Tao

Offline safe reinforcement learning(OSRL) derives constraint-satisfying policies from pre-collected datasets, offers a promising avenue for deploying RL in safety-critical real-wor…