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Umer Siddique — most-cited papers & profile · Reinforcement Learning
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Umer Siddique
5
papers ·
27
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Learning Fair Policies in Multiobjective (Deep) Reinforcement Learning with Average and Discounted Rewards
2020 · 13 citations
Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning
2020 · 12 citations
Adaptive Event-triggered Reinforcement Learning Control for Complex Nonlinear Systems
2024 · 2 citations
From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation
2025
Fairness in Preference-based Reinforcement Learning
2023
Top co-authors
Abhinav Sinha
· 2
Matthieu Zimmer
· 2
Paul Weng
· 2
Yongcan Cao
· 2
and Yongcan Cao
· 1
Claire Glanois
· 1
Peilang Li
· 1
Topics
Policy Gradient
Value-Based
Safe RL
Multi-Agent
Model-Based RL
RLHF & Alignment