Enhancing RL Generalizability in Robotics through SHAP Analysis of Algorithms and Hyperparameters

Lingxiao Kong, Cong Yang, Oya Deniz Beyan +1

Despite significant advances in Reinforcement Learning (RL), model performance remains highly sensitive to algorithm and hyperparameter configurations, while generalization gaps ac…