Bayen, Alexandre M.

6 publications

ICLR 2026 (U)NFV: (Un)Supervised Neural Finite Volume Methods for Solving Hyperbolic PDEs Nathan Lichtlé, Alexi Canesse, Zhe Fu, Hossein Nick Zinat Matin, Maria Laura Delle Monache, Alexandre M Bayen

ICLR 2026 Reevaluating Policy Gradient Methods for Imperfect-Information Games Max Rudolph, Nathan Lichtlé, Sobhan Mohammadpour, Alexandre M Bayen, J Zico Kolter, Amy Zhang, Gabriele Farina, Eugene Vinitsky, Samuel Sokota

CoRL 2018 Benchmarks for Reinforcement Learning in Mixed-Autonomy Traffic Eugene Vinitsky, Aboudy Kreidieh, Luc Le Flem, Nishant Kheterpal, Kathy Jang, Cathy Wu, Fangyu Wu, Richard Liaw, Eric Liang, Alexandre M. Bayen

ICLR 2018 Variance Reduction for Policy Gradient with Action-Dependent Factorized Baselines Cathy Wu, Aravind Rajeswaran, Yan Duan, Vikash Kumar, Alexandre M Bayen, Sham Kakade, Igor Mordatch, Pieter Abbeel

CoRL 2017 Emergent Behaviors in Mixed-Autonomy Traffic Cathy Wu, Aboudy Kreidieh, Eugene Vinitsky, Alexandre M. Bayen

AISTATS 2017 Random Projection Design for Scalable Implicit Smoothing of Randomly Observed Stochastic Processes Francois Belletti, Evan Randall Sparks, Alexandre M. Bayen, Joseph Gonzalez