crossrefMachine Learning and Knowledge Extraction2023-10-09Cited by 10
Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations
Robert S. Sullivan, Luca Longo
Reinforcement Learning (RL) has shown promise in optimizing complex control and decision-making processes but Deep Reinforcement Learning (DRL) lacks interpretability, limiting its adoption in regulated sectors like manufacturing, finance, and healthcare. Difficulties arise from…