Safe Flow Q-Learning: Offline Safe Reinforcement Learning with Reachability-Based Flow Policies

Mumuksh Tayal, Manan Tayal, Ravi Prakash

Offline safe reinforcement learning (RL) seeks reward-maximizing policies from static datasets under strict safety constraints. Existing methods often rely on soft expected-cost ob…