Consistent Order Determination of Markov Decision Process

Chuyun Ye, Lixing Zhu, Ruoqing Zhu

The Markov assumption in Markov Decision Processes (MDPs) is fundamental in reinforcement learning, influencing both theoretical research and practical applications. Existing metho…