ML Anthology

Siddique, Umer

4 publications

MLJ 2026 Learning Fair Policies in Multi-Objective Preference-Based Reinforcement Learning Umer Siddique, Abhinav Sinha, Yongcan Cao
ICMLW 2023 Fairness in Preference-Based Reinforcement Learning Umer Siddique, Abhinav Sinha, Yongcan Cao
ICML 2021 Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning Matthieu Zimmer, Claire Glanois, Umer Siddique, Paul Weng
ICML 2020 Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards Umer Siddique, Paul Weng, Matthieu Zimmer