ProfessorsProfessors of Shanghai Jiao Tong UniversityUmer Siddique

Umer Siddique

Shanghai Jiao Tong University

H-index: 2

Asia-China

About Umer Siddique

Umer Siddique, With an exceptional h-index of 2 and a recent h-index of 2 (since 2020), a distinguished researcher at Shanghai Jiao Tong University, specializes in the field of Artificial Intelligence, Reinforcement Learning/Markov Decision Process, Multiobjective Optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

Fair Deep Reinforcement Learning with Generalized Gini Welfare Functions

On Deep Reinforcement Learning for Target Capture Autonomous Guidance

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

Fairness in Preference-based Reinforcement Learning

Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning

Learning fair policies in multi-objective (deep) reinforcement learning with average and discounted rewards

Umer Siddique Information

University	Shanghai Jiao Tong University
Position	Student of Artificial Intelligence University of Michigan- Joint Institute
Citations(all)	101
Citations(since 2020)	101
Cited By	2
hIndex(all)	2
hIndex(since 2020)	2
i10Index(all)	2
i10Index(since 2020)	2
Email	Access Email
University Profile Page	Shanghai Jiao Tong University
Google Scholar	View Google Scholar Profile

Umer Siddique Skills & Research Interests

Artificial Intelligence

Reinforcement Learning/Markov Decision Process

Multiobjective Optimization

Top articles of Umer Siddique

Title	Journal	Author(s)	Publication Date
Fair Deep Reinforcement Learning with Generalized Gini Welfare Functions		Guanbao Yu Umer Siddique Paul Weng	2023
On Deep Reinforcement Learning for Target Capture Autonomous Guidance		Umer Siddique Abhinav Sinha Yongcan Cao	2024
Multi-Agent Reinforcement Learning for Online Food Delivery with Location Privacy Preservation	Information	Suleiman Abahussein Dayong Ye Congcong Zhu Zishuo Cheng Umer Siddique ...	2023/11/3
Fairness in Preference-based Reinforcement Learning		Umer Siddique Abhinav Sinha Yongcan Cao	2023
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning	Proceedings of Machine Learning Research	Claire Glanois Matthieu Zimmer Umer Siddique Paul Weng	2021/7/1
Learning fair policies in multi-objective (deep) reinforcement learning with average and discounted rewards		Umer Siddique Paul Weng Matthieu Zimmer	2020/11/21