Promoting Coordination through Policy Regularization in Multi-Agent Reinforcement Learning. - Paul Barde; Julien Roy; Félix G. Harvey; Derek Nowrouzezahrai; Christopher J. Pal (CoRR, 2019)

Adversarial Soft Advantage Fitting: Imitation Learning without Policy Optimization. - Paul Barde; Julien Roy; Wonseok Jeon; Joelle Pineau; Chris Pal; Derek Nowrouzezahrai (NeurIPS, 2020)

Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning. - Julien Roy; Paul Barde; Félix G. Harvey; Derek Nowrouzezahrai; Chris Pal (NeurIPS, 2020)

Scalable Multi-Agent Inverse Reinforcement Learning via Actor-Attention-Critic. - Wonseok Jeon; Paul Barde; Derek Nowrouzezahrai; Joelle Pineau (CoRR, 2020)

Regularized Inverse Reinforcement Learning. - Wonseok Jeon; Chen-Yang Su; Paul Barde; Thang Doan; Derek Nowrouzezahrai; Joelle Pineau (ICLR, 2021)

Learning to Guide and to be Guided in the Architect-Builder Problem. - Paul Barde; Tristan Karch; Derek Nowrouzezahrai; Clément Moulin-Frier; Christopher Pal; Pierre-Yves Oudeyer (ICLR, 2022)

A Model-Based Solution to the Offline Multi-Agent Reinforcement Learning Coordination Problem. - Paul Barde; Jakob N. Foerster; Derek Nowrouzezahrai; Amy Zhang 001 (AAMAS, 2024)