Delage, Erick

12 publications

AISTATS 2025 Fair Resource Allocation in Weakly Coupled Markov Decision Processes Xiaohui Tu, Yossiri Adulyasak, Nima Akbarzadeh, Erick Delage

NeurIPS 2025 Planning and Learning in Average Risk-Aware MDPs Weikai Wang, Erick Delage

AISTATS 2025 Planning and Learning in Risk-Aware Restless Multi-Arm Bandits Nima Akbarzadeh, Yossiri Adulyasak, Erick Delage

AISTATS 2025 Q-Learning for Quantile MDPs: A Decomposition, Performance, and Convergence Analysis Jia Lin Hau, Erick Delage, Esther Derman, Mohammad Ghavamzadeh, Marek Petrik

NeurIPS 2024 Conformal Inverse Optimization Bo Lin, Erick Delage, Timothy C. Y. Chan

UAI 2024 End-to-End Conditional Robust Optimization Abhilash Reddy Chenreddy, Erick Delage

ICML 2024 Robust Data-Driven Prescriptiveness Optimization Mehran Poursoltani, Erick Delage, Angelos Georghiou

NeurIPS 2023 On Dynamic Programming Decompositions of Static Risk Measures in Markov Decision Processes Jia Lin Hau, Erick Delage, Mohammad Ghavamzadeh, Marek Petrik

NeurIPS 2022 Data-Driven Conditional Robust Optimization Abhilash Reddy Chenreddy, Nymisha Bandi, Erick Delage

NeurIPS 2020 Distributionally Robust Local Non-Parametric Conditional Estimation Viet Anh Nguyen, Fan Zhang, Jose Blanchet, Erick Delage, Yinyu Ye

ICML 2007 Percentile Optimization in Uncertain Markov Decision Processes with Application to Efficient Exploration Erick Delage, Shie Mannor

CVPR 2006 A Dynamic Bayesian Network Model for Autonomous 3D Reconstruction from a Single Indoor Image Erick Delage, Honglak Lee, Andrew Y. Ng