Ma, Michel

5 publications

ICLR 2024 Bridging State and History Representations: Understanding Self-Predictive RL Tianwei Ni, Benjamin Eysenbach, Erfan SeyedSalehi, Michel Ma, Clement Gehring, Aditya Mahajan, Pierre-Luc Bacon

ICML 2024 Do Transformer World Models Give Better Policy Gradients? Michel Ma, Tianwei Ni, Clement Gehring, Pierluca D’Oro, Pierre-Luc Bacon

NeurIPS 2023 When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment Tianwei Ni, Michel Ma, Benjamin Eysenbach, Pierre-Luc Bacon

NeurIPSW 2023 When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment Tianwei Ni, Michel Ma, Benjamin Eysenbach, Pierre-Luc Bacon

NeurIPSW 2021 Long-Term Credit Assignment via Model-Based Temporal Shortcuts Michel Ma, Pierluca D'Oro, Yoshua Bengio, Pierre-Luc Bacon