Robust Route Planning with Distributional Reinforcement Learning in a Stochastic Road Network Environment

Xi Lin, Paul Szenher, John D. Martin +1

Route planning is essential to mobile robot navigation problems. In recent years, deep reinforcement learning (DRL) has been applied to learning optimal planning policies in stocha…