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Hirley Alves — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hirley Alves
8
papers ·
19
citations ·
36
h-index
University of Oulu
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Age Minimization in Massive IoT via UAV Swarm: A Multi-agent Reinforcement Learning Approach
2023 · 9 citations
Conservative and Risk-Aware Offline Multi-Agent Reinforcement Learning
2024 · 5 citations
An Offline Multi-Agent Reinforcement Learning Framework for Radio Resource Management
2025 · 3 citations
Offline and Distributional Reinforcement Learning for Wireless Communications
2025 · 2 citations
Offline Multi-Agent Reinforcement Learning for 6G Communications: Fundamentals, Applications and Future Directions
2026
Resilient UAV Trajectory Planning via Few-Shot Meta-Offline Reinforcement Learning
2025
Age and Power Minimization via Meta-Deep Reinforcement Learning in UAV Networks
2025
Offline and Distributional Reinforcement Learning for Radio Resource Management
2024
Top co-authors
Eslam Eldeeb
· 8
Mohammad Shehab
· 2
Houssem Sifaou
· 1
Konstantin Mikhaylov
· 1
Mohamed-Slim Alouini
· 1
Mohammad Shehab
· 1
Osvaldo Simeone
· 1
Sankani Sarathchandra
· 1
Topics
Offline RL
Safe RL
Multi-Agent
Value-Based
Meta-RL