NS-Gym: Open-Source Simulation Environments and Benchmarks for Non-Stationary Markov Decision Processes

Nathaniel S. Keplinger, Baiting Luo, Iliyas Bektas +5

In many real-world applications, agents must make sequential decisions in environments where conditions are subject to change due to various exogenous factors. These non-stationary…