Definition and evaluation of model-free coordination of electrical
vehicle charging with reinforcement learning

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Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning

27 September 2018

Nasrin Sadeghianpourhamami

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Papers citing "Definition and evaluation of model-free coordination of electrical vehicle charging with reinforcement learning"

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Title
Reinforcement Learning-based Approach for Vehicle-to-Building Charging with Heterogeneous Agents and Long Term Rewards Fangqi Liu Rishav Sen J. P. Talusan Ava Pettet Aaron Kandel Yoshinori Suzue Ayan Mukhopadhyay A. Dubey OffRL 128 1 0 24 Feb 2025
GNN-DT: Graph Neural Network Enhanced Decision Transformer for Efficient Optimization in Dynamic Environments Stavros Orfanoudakis Nanda Kishor Panda Peter Palensky Pedro P. Vergara AI4CE 156 0 0 03 Feb 2025
Distributional Reinforcement Learning-based Energy Arbitrage Strategies in Imbalance Settlement Mechanism Seyed soroush Karimi madahi Bert Claessens Chris Develder 64 7 0 23 Dec 2023
A Robust and Constrained Multi-Agent Reinforcement Learning Electric Vehicle Rebalancing Method in AMoD Systems Sihong He Yue Wang Shuo Han Shaofeng Zou Fei Miao 68 12 0 17 Sep 2022
Computationally efficient joint coordination of multiple electric vehicle charging points using reinforcement learning Manu Lahariya Nasrin Sadeghianpourhamami Chris Develder 15 5 0 26 Mar 2022
Optimized cost function for demand response coordination of multiple EV charging stations using reinforcement learning Manu Lahariya Nasrin Sadeghianpourhamami Chris Develder OffRL 16 10 0 03 Mar 2022
Learning to Operate an Electric Vehicle Charging Station Considering Vehicle-grid Integration Zuzhao Ye Yuanqi Gao N. Yu 48 80 0 01 Nov 2021
Risk Adversarial Learning System for Connected and Autonomous Vehicle Charging M. S. Munir Ki Tae Kim K. Thar Dusit Niyato Choong Seon Hong 44 5 0 02 Aug 2021
Data-driven control of room temperature and bidirectional EV charging using deep reinforcement learning: simulations and experiments B. Svetozarevic C. Baumann S. Muntwiler L. Di Natale Melanie Zeilinger Philipp Heer AI4CE 49 37 0 02 Mar 2021
Autonomous Charging of Electric Vehicle Fleets to Enhance Renewable Generation Dispatchability Reza Bayani Saeed D. Manshadi Guangyi Liu Yawei Wang Renchang Dai 47 18 0 22 Dec 2020
Resilient Load Restoration in Microgrids Considering Mobile Energy Storage Fleets: A Deep Reinforcement Learning Approach Shuhan Yao Jiuxiang Gu Peng Wang Tianyang Zhao Huajun Zhang Xiaochuan Liu 26 38 0 06 Nov 2019