GB-DQN: Gradient Boosted DQN Models for Non-stationary Reinforcement Learning

Chang-Hwan Lee, Chanseung Lee

Non-stationary environments pose a fundamental challenge for deep reinforcement learning, as changes in dynamics or rewards invalidate learned value functions and cause catastrophi…