Reinforcement Learning

Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households
Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households
Physics-informed machine learning based identification and reinforcement learning based control of flexibility in smart grid applications
A 𝑸-learning based demand response algorithm for industrial processes with flexibility
Computationally efficient joint coordination of multiple electric vehicle charging points using reinforcement learning
Physics informed simulation & control - Soft Robotics
Research Visit - Robust Autonomy and Decisions Group, University of Edinburgh.
Jul 1, 2021
Physics informed simulation & control - Soft Robotics
Physics RL - Demand Response
Project - Building Information aGGregation, harmonization and analytics platform (BIGG).
Feb 23, 2021
Physics RL - Demand Response
Reduced state space and cost function in reinforcement learning for demand response control of multiple EV charging stations.
Reduced state space and cost function in reinforcement learning for demand response control of multiple EV charging stations.
Reinforcement Learning - Demand Response
Definition and evaluation of computationally efficient Markov decision process for coordination of electric vehicle fleet using reinforcement learning
May 1, 2019
Reinforcement Learning - Demand Response