3 papers
cs.LG2025
Safe and Sustainable Electric Bus Charging Scheduling with Constrained Hierarchical DRL
Jiaju Qi, Lei Lei, Thorsteinn Jonsson +1
The integration of Electric Buses (EBs) with renewable energy sources such as photovoltaic (PV) panels is a promising approach to promote sustainable and low-carbon public transpor…
cs.LG2025
Optimizing Electric Bus Charging Scheduling with Uncertainties Using Hierarchical Deep Reinforcement Learning
Jiaju Qi, Lei Lei, Thorsteinn Jonsson +1
The growing adoption of Electric Buses (EBs) represents a significant step toward sustainable development. By utilizing Internet of Things (IoT) systems, charging stations can auto…
cs.LG2025
Electric Bus Charging Schedules Relying on Real Data-Driven Targets Based on Hierarchical Deep Reinforcement Learning
Jiaju Qi, Lei Lei, Thorsteinn Jonsson +1
The charging scheduling problem of Electric Buses (EBs) is investigated based on Deep Reinforcement Learning (DRL). A Markov Decision Process (MDP) is conceived, where the time hor…