Personal information

artificial intelligence, Markov decision process, reinforcement learning, sequential decision-making, multi-objective optimization, preference-based reinforcement learning
Pakistan, China, United States

Biography

PhD candidate working in Reinforcement Learning

Activities

Employment (1)

University of Texas at San Antonio: TX, TX, US

2022-08-01 to present | Research Assistant (College of Engineering and Integrated Design)
Employment
Source: Self-asserted source
Umer Siddique

Education and qualifications (3)

University of Texas at San Antonio: TX, TX, US

2022-08-01 to present | Computer Science
Education
Source: Self-asserted source
Umer Siddique

Shanghai Jiao Tong University: Shanghai, Shanghai, CN

2018-09-01 to 2021-12-30 | Information and Communication Engineering (UM-SJTU Joint Institute)
Education
Source: Self-asserted source
Umer Siddique

University of Agriculture, Faisalabad: Faisalabad, Punjab, PK

2013-09-01 to 2017-05-01 | Information Technology (Computer Science)
Education
Source: Self-asserted source
Umer Siddique

Works (3)

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

Information
2023-11-03 | Journal article
Contributors: Suleiman Abahussein; Dayong Ye; Congcong Zhu; Zishuo Cheng; Umer Siddique; Sheng Shen
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Learning fair policies in decentralized cooperative multi-agent reinforcement learning

International Conference on Machine Learning, 12967-12978
2021 | Conference paper
Contributors: Umer Siddique
Source: Self-asserted source
Umer Siddique

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

International Conference on Machine Learning, 8905-8915
2020 | Conference paper
Contributors: Umer Siddique
Source: Self-asserted source
Umer Siddique

Peer review (1 review for 1 publication/grant)

Review activity for Neural computing & applications. (1)