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Project

Community-empowered Sustainable Multi-Vector Energy Islands

Information

Project Team

Outputs and Outcomes

Publications

Distill2Explain : differentiable decision trees for explainable reinforcement learning in energy application controllers

Gargya GokhaleSeyedsoroush Karimi MadahiBert ClaessensChris Develder

C1 Conference

2024

Explainable reinforcement learning-based home energy management systems using differentiable decision trees

Gargya GokhaleBert ClaessensChris Develder

C1 Conference

2024

Physics informed neural networks for control oriented thermal modeling of buildings

Gargya GokhaleBert ClaessensChris Develder

A1 Journal Article in APPLIED ENERGY

2022