Umer Siddique - RankMe

18 papers A* 2A 2C 2Journal 11Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Learning Fair Policies in Multi-objective Preference-Based Reinforcement Learning. Mach. Learn. Umer Siddique, Abhinav Sinha, Yongcan Cao
2025	J	`jnl`	Adaptive Event-Triggered Policy Gradient for Multi-Agent Reinforcement Learning. CoRR Umer Siddique, Abhinav Sinha, Yongcan Cao
2025	C	`conf`	Adaptive Event-triggered Reinforcement Learning Control for Complex Nonlinear Systems. ACC Umer Siddique, Abhinav Sinha, Yongcan Cao
2025	J	`jnl`	From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation. CoRR Peilang Li, Umer Siddique, Yongcan Cao
2025	J	`jnl`	From fair solutions to compromise solutions in multi-objective deep reinforcement learning. Neural Comput. Appl. Junqi Qian, Umer Siddique, Guanbao Yu, Paul Weng
2025	C	`conf`	MODIFLY: A Scalable End-to-End Multi-agent Simulation for Unmanned Aerial Vehicles. MABS Jeremy Cofield, Umer Siddique, Yongcan Cao
2025	J	`jnl`	ReCollab: Retrieval-Augmented LLMs for Cooperative Ad-hoc Teammate Modeling. CoRR Conor Wallace, Umer Siddique, Yongcan Cao
2025	A	`conf`	Towards Fair and Efficient Policy Learning in Cooperative Multi-Agent Reinforcement Learning. AAMAS Umer Siddique, Peilang Li, Yongcan Cao
2025	J	`jnl`	TransAM: Transformer-Based Agent Modeling for Multi-Agent Systems via Local Trajectory Encoding. CoRR Conor Wallace, Umer Siddique, Yongcan Cao
2024	J	`jnl`	Adaptive Event-triggered Reinforcement Learning Control for Complex Nonlinear Systems. CoRR Umer Siddique, Abhinav Sinha, Yongcan Cao
2023	—	`conf`	Fair Deep Reinforcement Learning with Generalized Gini Welfare Functions. AAMAS Workshops Guanbao Yu, Umer Siddique, Paul Weng
2023	A	`conf`	Fair Deep Reinforcement Learning with Preferential Treatment. ECAI Guanbao Yu, Umer Siddique, Paul Weng
2023	J	`jnl`	Fairness in Preference-based Reinforcement Learning. CoRR Umer Siddique, Abhinav Sinha, Yongcan Cao
2023	J	`jnl`	Multi-Agent Reinforcement Learning for Online Food Delivery with Location Privacy Preservation. Inf. Suleiman Abahussein, Dayong Ye, Congcong Zhu, Zishuo Cheng, Umer Siddique, Sheng Shen
2021	A*	`conf`	Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning. ICML Matthieu Zimmer, Claire Glanois, Umer Siddique, Paul Weng
2020	J	`jnl`	Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning. CoRR Matthieu Zimmer, Umer Siddique, Paul Weng
2020	A*	`conf`	Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards. ICML Umer Siddique, Paul Weng, Matthieu Zimmer
2020	J	`jnl`	Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards. CoRR Umer Siddique, Paul Weng, Matthieu Zimmer