Beyond Policy Support: Interaction Constrained Offline Reinforcement Learning for Autonomous Driving.

arXiv:2610.09763v2 Announce Type: replace-cross Abstract: Offline reinforcement learning enables reward-driven policy improvement from fixed datasets without requiring online exploration, making it particularly attractive in safety-critical domains. A central