Offline Stochastic Shortest Path: Learning, Evaluation and Towards Optimality

Ming Yin, Wenjing Chen, Mengdi Wang +1

Goal-oriented Reinforcement Learning, where the agent needs to reach the goal state while simultaneously minimizing the cost, has received significant attention in real-world appli…