Gehring, Clement

8 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

ICLR 2024 Course Correcting Koopman Representations Mahan Fathi, Clement Gehring, Jonathan Pilault, David Kanaa, Pierre-Luc Bacon, Ross Goroshin

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

L4DC 2021 Robust Reinforcement Learning: A Constrained Game-Theoretic Approach Jing Yu, Clement Gehring, Florian Schäfer, Animashree Anandkumar

NeurIPS 2021 Understanding End-to-End Model-Based Reinforcement Learning Methods as Implicit Parameterization Clement Gehring, Kenji Kawaguchi, Jiaoyang Huang, Leslie P. Kaelbling

CoRL 2018 Adaptable Replanning with Compressed Linear Action Models for Learning from Demonstrations Clement Gehring, Leslie Pack Kaelbling, Tomás Lozano-Pérez

AISTATS 2018 Batched Large-Scale Bayesian Optimization in High-Dimensional Spaces Zi Wang, Clement Gehring, Pushmeet Kohli, Stefanie Jegelka

IJCAI 2016 Incremental Truncated LSTD Clement Gehring, Yangchen Pan, Martha White