552 citations · 1.3k across the 50 of their papers we have counts for
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Multi-UAV Speed Control with Collision Avoidance and Handover-aware Cell Association: DRL with Action Branching
Zijiang Yan, Wael Jaafar, Bassant Selim +1
This paper presents a deep reinforcement learning solution for optimizing multi-UAV cell-association decisions and their moving velocity on a 3D aerial highway. The objective is to…
Liquid State Machine-Empowered Reflection Tracking in RIS-Aided THz Communications
Hosein Zarini, Narges Gholipoor, Mohamad Robat Mili +3
Passive beamforming in reconfigurable intelligent surfaces (RISs) enables a feasible and efficient way of communication when the RIS reflection coefficients are precisely adjusted.…
Reinforcement Learning for Joint V2I Network Selection and Autonomous Driving Policies
Zijiang Yan, Hina Tabassum
Vehicle-to-Infrastructure (V2I) communication is becoming critical for the enhanced reliability of autonomous vehicles (AVs). However, the uncertainties in the road-traffic and AVs…
Deep Unsupervised Learning for Generalized Assignment Problems: A Case-Study of User-Association in Wireless Networks
Arjun Kaushik, Mehrazin Alizadeh, Omer Waqar +1
There exists many resource allocation problems in the field of wireless communications which can be formulated as the generalized assignment problems (GAP). GAP is a generic form o…