IEEE

Distributed Reinforcement Learning Framework for Collaborative Energy Management in Connected Hybrid Electric Vehicle Ecosystems

Abstract: The technical parameters of HEV energy management systems increase in interaction with connected and dynamic environments, therefore demanding superior control algorithms. This work proposes ...
IEEE

Efficient Deep Reinforcement Learning-Based Coordination for Unlocking Electric Vehicle Decarbonization Potential in Coupled Transportation and Power Networks

Abstract: As a part of the global decarbonization agenda, the electrification of the transport sector involving the large-scale integration of electric vehicles (EV) constitutes one of the key ...