V-OCBF: Learning Safety Filters from Offline Data via Value-Guided Offline Control Barrier Functions Paper • 2512.10822 • Published Dec 11, 2025
Epigraph-Guided Flow Matching for Safe and Performant Offline Reinforcement Learning Paper • 2602.08054 • Published Feb 8 • 1
Safe Flow Q-Learning: Offline Safe Reinforcement Learning with Reachability-Based Flow Policies Paper • 2603.15136 • Published 7 days ago • 1
MAD-PINN: A Decentralized Physics-Informed Machine Learning Framework for Safe and Optimal Multi-Agent Control Paper • 2509.23960 • Published Sep 28, 2025 • 1