Federated Distributional Reinforcement Learning with Distributional Critic Regularization

David Millard, Cecilia Alm, Rashid Ali +2

Federated reinforcement learning typically aggregates value functions or policies by parameter averaging, which emphasizes expected return and can obscure statistical multimodality…