Umer Siddique

According to our database, Umer Siddique authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Adaptive Event-triggered Reinforcement Learning Control for Complex Nonlinear Systems.

Umer Siddique, Abhinav Sinha, Yongcan Cao

CoRR, 2024

2023

Multi-Agent Reinforcement Learning for Online Food Delivery with Location Privacy Preservation.

Suleiman Abahussein, Dayong Ye, Congcong Zhu, Zishuo Cheng, Umer Siddique, Sheng Shen

Inf., 2023

Fairness in Preference-based Reinforcement Learning.

Umer Siddique, Abhinav Sinha, Yongcan Cao

CoRR, 2023

Fair Deep Reinforcement Learning with Preferential Treatment.

Guanbao Yu, Umer Siddique, Paul Weng

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Fair Deep Reinforcement Learning with Generalized Gini Welfare Functions.

Guanbao Yu, Umer Siddique, Paul Weng

Proceedings of the Autonomous Agents and Multiagent Systems. Best and Visionary Papers - AAMAS 2023 Workshops, London, UK, May 29, 2023

2021

Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning.

Matthieu Zimmer, Claire Glanois, Umer Siddique, Paul Weng

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

2020

Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning.

Matthieu Zimmer, Umer Siddique, Paul Weng

CoRR, 2020

Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards.

Umer Siddique, Paul Weng, Matthieu Zimmer

CoRR, 2020

Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards.

Umer Siddique, Paul Weng, Matthieu Zimmer

Proceedings of the 37th International Conference on Machine Learning, 2020