Garcin, Samuel

3 publications

ICLR 2025 Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning Samuel Garcin, Trevor McInroe, Pablo Samuel Castro, Christopher G. Lucas, David Abel, Prakash Panangaden, Stefano V Albrecht

ICML 2024 DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design Samuel Garcin, James Doran, Shangmin Guo, Christopher G. Lucas, Stefano V Albrecht

NeurIPSW 2023 How the Level Sampling Process Impacts Zero-Shot Generalisation in Deep Reinforcement Learning Samuel Garcin, James Doran, Shangmin Guo, Christopher G. Lucas, Stefano V Albrecht