Julien Grand-Clément

Ricardo D. Katz

CoRR, June, 2025

Playing against a stationary opponent.

[BibT_eX]

[DOI]

Nicolas Vieille

CoRR, March, 2025

On Separation Between Best-Iterate, Random-Iterate, and Last-Iterate Convergence of Learning in Games.

[BibT_eX]

[DOI]

CoRR, March, 2025

Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Risk-averse Total-reward MDPs with ERM and EVaR.

[BibT_eX]

[DOI]

Xihong Su

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Solving Optimization Problems with Blackwell Approachability.

[BibT_eX]

[DOI]

Math. Oper. Res., 2024

Stationary Policies are Optimal in Risk-averse Total-reward MDPs with EVaR.

[BibT_eX]

[DOI]

Xihong Su

CoRR, 2024

Extensive-Form Game Solving via Blackwell Approachability on Treeplexes.

[BibT_eX]

[DOI]

Darshan Chakrabarti

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

A First-Order Approach to Accelerated Value Iteration.

[BibT_eX]

[DOI]

Vineet Goyal

Oper. Res., March, 2023

Robust Markov Decision Processes: Beyond Rectangularity.

[BibT_eX]

[DOI]

Vineet Goyal

Math. Oper. Res., February, 2023

Robustness of Proactive Intensive Care Unit Transfer Policies.

[BibT_eX]

[DOI]

Oper. Res., 2023

Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality.

[BibT_eX]

[DOI]

Nicolas Vieille

CoRR, 2023

Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Regret Matching+: (In)Stability and Fast Convergence in Games.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

On the convex formulations of robust Markov decision processes.

[BibT_eX]

[DOI]

CoRR, 2022

The Best Decisions Are Not the Best Advice: Making Adherence-Aware Recommendations.

[BibT_eX]

[DOI]

Jean Pauphilet

CoRR, 2022

2021

Robust and Interpretable Sequential Decision-Making for Healthcare.

[BibT_eX]

[DOI]

PhD thesis, 2021

Interpretable Machine Learning for Resource Allocation with Application to Ventilator Triage.

[BibT_eX]

[DOI]

CoRR, 2021

Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

First-Order Methods for Wasserstein Distributionally Robust MDP.

[BibT_eX]

[DOI]

Proceedings of the 38th International Conference on Machine Learning, 2021

Scalable First-Order Methods for Robust MDPs.

[BibT_eX]

[DOI]