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Walid Saad — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Walid Saad
55
papers ·
582
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
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
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
Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems
2018
Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV
2020
Distributed Reinforcement Learning for Age of Information Minimization in Real-Time IoT Systems
2021
Semantic-Aware Collaborative Deep Reinforcement Learning Over Wireless Cellular Networks
2021
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach
2022
Top co-authors
H. Vincent Poor
· 6
Mingzhe Chen
· 6
Shuguang Cui
· 4
Aidin Ferdowsi
· 2
and Shuguang Cui
· 2
Changchuan Yin
· 2
Choong Seon Hong
· 2
Mehdi Bennis
· 2
Qianqian Zhang
· 2
Sheikh Salman Hassan
· 2
Sihua Wang
· 2
Ursula Challita
· 2
Topics
Model-Based RL
Multi-Agent
Value-Based
Policy Gradient
Safe RL
Game AI
Meta-RL
Exploration