Federated Offline Policy Optimization with Dual Regularization.

Momentum-Based Federated Reinforcement Learning with Interaction and Communication Efficiency.

OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning.

How to Leverage Diverse Demonstrations in Offline Imitation Learning.

Air-Ground Spatial Crowdsourcing with UAV Carriers by Geometric Graph Convolutional Multi-Agent Deep Reinforcement Learning.