Julien Grand-Clément

38 papers A* 9A 1Journal 27
YearRankTypeTitle / Venue / Authors
2026 J jnl
Dynamic Programming for Epistemic Uncertainty in Markov Decision Processes.
CoRR
Axel Benyamine, Julien Grand-Clément, Marek Petrik, Michael I. Jordan, Alain Durmus
2026 J jnl
The Best Decisions Are Not the Best Advice: Making Adherence-Aware Recommendations.
Manag. Sci.
Julien Grand-Clément, Jean Pauphilet
2025 A* conf
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games.
ICLR
Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo, Weiqiang Zheng
2025 J jnl
On Separation Between Best-Iterate, Random-Iterate, and Last-Iterate Convergence of Learning in Games.
CoRR
Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo, Weiqiang Zheng
2025 J jnl
On the Convex Formulations of Robust Markov Decision Processes.
Math. Oper. Res.
Julien Grand-Clément, Marek Petrik
2025 J jnl
Playing against a stationary opponent.
CoRR
Julien Grand-Clément, Nicolas Vieille
2025 A* conf
Risk-averse Total-reward MDPs with ERM and EVaR.
AAAI
Xihong Su, Marek Petrik, Julien Grand-Clément
2025 J jnl
Thresholds for sensitive optimality and Blackwell optimality in stochastic games.
CoRR
Stéphane Gaubert, Julien Grand-Clément, Ricardo D. Katz
2024 A* conf
Extensive-Form Game Solving via Blackwell Approachability on Treeplexes.
NeurIPS
Darshan Chakrabarti, Julien Grand-Clément, Christian Kroer
2024 J jnl
Extensive-Form Game Solving via Blackwell Approachability on Treeplexes.
CoRR
Darshan Chakrabarti, Julien Grand-Clément, Christian Kroer
2024 A* conf
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms.
NeurIPS
Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo, Weiqiang Zheng
2024 J jnl
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms.
CoRR
Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo, Weiqiang Zheng
2024 J jnl
Solving Optimization Problems with Blackwell Approachability.
Math. Oper. Res.
Julien Grand-Clément, Christian Kroer
2024 J jnl
Stationary Policies are Optimal in Risk-averse Total-reward MDPs with EVaR.
CoRR
Xihong Su, Marek Petrik, Julien Grand-Clément
2023 J jnl
A First-Order Approach to Accelerated Value Iteration.
Oper. Res.
Vineet Goyal, Julien Grand-Clément
2023 J jnl
Beyond discounted returns: Robust Markov decision processes with average and Blackwell optimality.
CoRR
Julien Grand-Clément, Marek Petrik, Nicolas Vieille
2023 J jnl
Last-Iterate Convergence Properties of Regret-Matching Algorithms in Games.
CoRR
Yang Cai, Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo, Weiqiang Zheng
2023 A* conf
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor.
NeurIPS
Julien Grand-Clément, Marek Petrik
2023 J jnl
Reducing Blackwell and Average Optimality to Discounted MDPs via the Blackwell Discount Factor.
CoRR
Julien Grand-Clément, Marek Petrik
2023 A* conf
Regret Matching+: (In)Stability and Fast Convergence in Games.
NeurIPS
Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo
2023 J jnl
Regret Matching+: (In)Stability and Fast Convergence in Games.
CoRR
Gabriele Farina, Julien Grand-Clément, Christian Kroer, Chung-wei Lee, Haipeng Luo
2023 J jnl
Robust Markov Decision Processes: Beyond Rectangularity.
Math. Oper. Res.
Vineet Goyal, Julien Grand-Clément
2023 J jnl
Robustness of Proactive Intensive Care Unit Transfer Policies.
Oper. Res.
Julien Grand-Clément, Carri W. Chan, Vineet Goyal, Gabriel J. Escobar
2022 J jnl
On the convex formulations of robust Markov decision processes.
CoRR
Julien Grand-Clément, Marek Petrik
2022 J jnl
Solving optimization problems with Blackwell approachability.
CoRR
Julien Grand-Clément, Christian Kroer
2022 J jnl
The Best Decisions Are Not the Best Advice: Making Adherence-Aware Recommendations.
CoRR
Julien Grand-Clément, Jean Pauphilet
2021 A* conf
Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving.
NeurIPS
Julien Grand-Clément, Christian Kroer
2021 J jnl
Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving.
CoRR
Julien Grand-Clément, Christian Kroer
2021 A* conf
First-Order Methods for Wasserstein Distributionally Robust MDP.
ICML
Julien Grand-Clément, Christian Kroer
2021 J jnl
Interpretable Machine Learning for Resource Allocation with Application to Ventilator Triage.
CoRR
Julien Grand-Clément, Carri W. Chan, Vineet Goyal, Elizabeth Chuang
2021 — —
Robust and Interpretable Sequential Decision-Making for Healthcare.
Julien Grand-Clément
2021 A* conf
Scalable First-Order Methods for Robust MDPs.
AAAI
Julien Grand-Clément, Christian Kroer
2020 J jnl
First-Order Methods for Wasserstein Distributionally Robust MDP.
CoRR
Julien Grand-Clément, Christian Kroer
2020 J jnl
Robust Policies For Proactive ICU Transfers.
CoRR
Julien Grand-Clément, Carri W. Chan, Vineet Goyal, Gabriel J. Escobar
2020 J jnl
Scalable First-Order Methods for Robust MDPs.
CoRR
Julien Grand-Clément, Christian Kroer
2019 J jnl
The Operator Approach to Entropy Games.
Theory Comput. Syst.
Marianne Akian, Stéphane Gaubert, Julien Grand-Clément, Jérémie Guillaud
2019 J jnl
The operator approach to entropy games.
CoRR
Marianne Akian, Stéphane Gaubert, Julien Grand-Clément, Jérémie Guillaud
2017 A conf
The Operator Approach to Entropy Games.
STACS
Marianne Akian, Stéphane Gaubert, Julien Grand-Clément, Jérémie Guillaud