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Walid Saad — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Walid Saad
68
papers ·
692
citations ·
102
h-index
Virginia Wesleyan University · Virginia Tech
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management
2018 · 97 citations
Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning
2020 · 70 citations
Deep Reinforcement Learning for Interference Management in UAV-based 3D Networks: Potentials and Challenges
2023 · 27 citations
Deep Learning for Signal Authentication and Security in Massive Internet of Things Systems
2018 · 21 citations
Millimeter Wave Communications with an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning
2020 · 20 citations
Deep Reinforcement Learning-Based Precoding for Multi-RIS-Aided Multiuser Downlink Systems with Practical Phase Shift
2025 · 17 citations
Distributed Multi-agent Meta Learning for Trajectory Design in Wireless Drone Networks
2020 · 7 citations
Meta-Reinforcement Learning for Reliable Communication in THz/VLC Wireless VR Networks
2021 · 6 citations
Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language
2022 · 3 citations
World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks
2025 · 1 citations
Experienced Deep Reinforcement Learning with Generative Adversarial Networks (GANs) for Model-Free Ultra Reliable Low Latency Communication
2019 · 1 citations
Meta-Reinforcement Learning for Trajectory Design in Wireless UAV Networks
2020 · 1 citations
QnRL: Quantum-Native Reinforcement Learning
2026
Federated Reinforcement Learning for Efficient Mobile Crowdsensing under Incomplete Information
2026
Dual-Mind World Models: A General Framework for Learning in Dynamic Wireless Networks
2025
Top co-authors
Mingzhe Chen
· 6
Shuguang Cui
· 4
Choong Seon Hong
· 3
Mehdi Bennis
· 3
Naren Ramakrishnan
· 2
Qianqian Zhang
· 2
Rashed Shelim
· 2
Tao Luo
· 2
Yining Wang
· 2
Zhaohui Yang
· 2
and H. Vincent Poor
· 1
Anja Klein
· 1
Topics
Multi-Agent
Model-Based RL
Value-Based
Policy Gradient
Safe RL
Meta-RL
cs.LG
Game AI
Exploration
cs.IT