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cs.LG2021
Efficient Representation for Electric Vehicle Charging Station Operations using Reinforcement Learning
Kyung-bin Kwon, Hao Zhu
Effectively operating electrical vehicle charging station (EVCS) is crucial for enabling the rapid transition of electrified transportation. To solve this problem using reinforceme…
math.OC2021
Reinforcement Learning Based Optimal Battery Control Under Cycle-based Degradation Cost
Kyung-bin Kwon, Hao Zhu
Battery energy storage systems are providing increasing level of benefits to power grid operations by decreasing the resource uncertainty and supporting frequency regulation. Thus,…