Umer Siddique

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 8

Top Topics

Discounted Reward

Cooperative Multi Agent Systems

Stochastic Games

Reinforcement Learning

Top Venues

AAMAS Workshops

Publications

Guanbao Yu, Umer Siddique, Paul Weng
Fair Deep Reinforcement Learning with Generalized Gini Welfare Functions. AAMAS Workshops (2023)
Guanbao Yu, Umer Siddique, Paul Weng
Fair Deep Reinforcement Learning with Preferential Treatment. ECAI (2023)
Suleiman Abahussein, Dayong Ye, Congcong Zhu, Zishuo Cheng, Umer Siddique, Sheng Shen
Multi-Agent Reinforcement Learning for Online Food Delivery with Location Privacy Preservation. Inf. 14 (11) (2023)
Umer Siddique, Abhinav Sinha, Yongcan Cao
Fairness in Preference-based Reinforcement Learning. CoRR (2023)
Matthieu Zimmer, Claire Glanois, Umer Siddique, Paul Weng
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning. ICML (2021)
Matthieu Zimmer, Umer Siddique, Paul Weng
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning. CoRR (2020)
Umer Siddique, Paul Weng, Matthieu Zimmer
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards. CoRR (2020)
Umer Siddique, Paul Weng, Matthieu Zimmer
Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards. ICML (2020)