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Umer Siddique — most-cited papers & profile · Large Language Models
← authors
·
overview
Umer Siddique
7
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
Adaptive Event-Triggered Policy Gradient for Multi-Agent Reinforcement Learning
2025
Adaptive Event-Triggered Policy Gradient for Multi-Agent Reinforcement Learning
2025
From Explainability to Interpretability: Interpretable Policies in Reinforcement Learning Via Model Explanation
2025
Fairness in Preference-based Reinforcement Learning
2023
Topics
Multi-Agent
Policy Gradient
Value-Based
Safe RL
Model-Based RL
eess.SY
cs.AI
cs.MA
cs.SY
math.DS