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Adaptive Traffic Control with Deep Reinforcement Learning: Towards State-of-the-art and Beyond



Siavash Alemzadeh , Ramin Moslemi , Ratnesh Sharma , Mehran Mesbahi


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Coordination of PV Smart Inverters Using Deep Reinforcement Learning for Grid Voltage Regulation



Changfu Li , Chenrui Jin , Ratnesh Sharma

* 18th IEEE International Conference on Machine Learning and Applications - ICMLA 2019 

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BAFFLE : Blockchain based Aggregator Free Federated Learning



Paritosh Ramanan , Kiyoshi Nakayama , Ratnesh Sharma


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Energy Predictive Models with Limited Data using Transfer Learning



Ali Hooshmand , Ratnesh Sharma


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