Arun Kumar

Forecast-Driven UAV Deployment and Deep Q-Network Routing for Scalable Vehicular Networks

Traditional VANETs struggle with coverage gaps and routing instability due to high mobility and static infrastructure. This paper proposes a congestion-aware, UAV-assisted framework integrating Predictive K-Means clustering for deployment and Deep Q-Network (DQN) routing with Conservative Q-Learning (CQL). The deployme...