214 citations · 317 across the 15 of their papers we have counts for
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eess.SY2022★ 50 cited
Autonomous Platoon Control with Integrated Deep Reinforcement Learning and Dynamic Programming
Tong Liu, Lei Lei, Kan Zheng +1
Deep Reinforcement Learning (DRL) is regarded as a potential method for car-following control and has been mostly studied to support a single following vehicle. However, it is more…
cs.LG2022
Joint Energy Dispatch and Unit Commitment in Microgrids Based on Deep Reinforcement Learning
Jiaju Qi, Lei Lei, Kan Zheng +1
Nowadays, the application of microgrids (MG) with renewable energy is becoming more and more extensive, which creates a strong need for dynamic energy management. In this paper, de…
eess.SY2022
Deep Reinforcement Learning Aided Platoon Control Relying on V2X Information
Lei Lei, Tong Liu, Kan Zheng +1
The impact of Vehicle-to-Everything (V2X) communications on platoon control performance is investigated. Platoon control is essentially a sequential stochastic decision problem (SS…