Hepburn, Charles Alexander

3 publications

TMLR 2025 State-Constrained Offline Reinforcement Learning Charles Alexander Hepburn, Yue Jin, Giovanni Montana

NeurIPS 2025 Uncertainty-Based Smooth Policy Regularisation for Reinforcement Learning with Few Demonstrations Yujie Zhu, Charles Alexander Hepburn, Matthew Thorpe, Giovanni Montana

NeurIPSW 2022 Model-Based Trajectory Stitching for Improved Offline Reinforcement Learning Charles Alexander Hepburn, Giovanni Montana