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Umer Siddique
Umer Siddique
Student of Artificial Intelligence, University of Texas at San Antonio
Dirección de correo verificada de utsa.edu
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Learning fair policies in multi-objective (deep) reinforcement learning with average and discounted rewards
U Siddique, P Weng, M Zimmer
International Conference on Machine Learning, 8905-8915, 2020
772020
Learning fair policies in decentralized cooperative multi-agent reinforcement learning
M Zimmer, C Glanois, U Siddique, P Weng
International Conference on Machine Learning, 12967-12978, 2021
402021
Multi-Agent Reinforcement Learning for Online Food Delivery with Location Privacy Preservation
S Abahussein, D Ye, C Zhu, Z Cheng, U Siddique, S Shen
Information 14 (11), 597, 2023
22023
Fairness in Preference-based Reinforcement Learning
U Siddique, A Sinha, Y Cao
MFPL @ International Conference on Machine Learning, 1-8, 2023
12023
Fair Deep Reinforcement Learning with Generalized Gini Welfare Functions
G Yu, U Siddique, P Weng
Autonomous Agents and Multiagent Systems. Best and Visionary Papers, 1-29, 2024
2024
Offline Reinforcement Learning with Failure Under Sparse Reward Environments
M Wu, U Siddique, A Sinha, Y Cao
3rd International Conference on Computing and Machine Intelligence (ICMI), 1-5, 2024
2024
On Deep Reinforcement Learning for Target Capture Autonomous Guidance
U Siddique, A Sinha, Y Cao
AIAA Guidance, Navigation, and Control Conference, 1-15, 2024
2024
Fair deep reinforcement learning with preferential treatment
G Yu, U Siddique, P Weng
European Conference on Artificial Intelligence, 2023
2023
Fair Deep Reinforcement Learning with Preferential Treatment
G Yu, U Siddique, P Weng
Advances in Preference Handling (M-PREF) @ IJCAI, 1-9, 2023
2023
Fair Deep Reinforcement Learning with Generalized Gini Welfare Functions
G Yu, U Siddique, P Weng
Adaptive Learning Agents Workshop @ AAMAS, 2023
2023
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning
C Glanois, M Zimmer, U Siddique, P Weng
Proceedings of Machine Learning Research 139, 2021
2021
Leaf Recognition Using Deep Convolutional Neural Networks
Z Asaf, MU Siddique, MA Akram, MW Sabir, HMU Ali, DMU Akram
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Artículos 1–12