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Publication search results
found 11 matches
- 2024
- Gargya Gokhale, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder:
Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers. CoRR abs/2403.11907 (2024) - Gargya Gokhale, Bert Claessens, Chris Develder:
Explainable Reinforcement Learning-based Home Energy Management Systems using Differentiable Decision Trees. CoRR abs/2403.11947 (2024) - Toon Van Puyvelde, Marie-Sophie Verwee, Gargya Gokhale, Mehran Zareh Eshghdoust, Chris Develder:
HomeLabGym: A real-world testbed for home energy management systems. CoRR abs/2404.14110 (2024) - Seyed Soroush Karimi Madahi, Gargya Gokhale, Marie-Sophie Verwee, Bert Claessens, Chris Develder:
Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies. CoRR abs/2404.18821 (2024) - 2023
- Gargya Gokhale, Jonas Van Gompel, Bert Claessens, Chris Develder:
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System. BuildSys@SenSys 2023: 458-462 - Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert Claessens, Chris Develder:
Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households. BuildSys@SenSys 2023: 347-351 - Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert J. Claessens, Chris Develder:
Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households. CoRR abs/2310.19155 (2023) - Gargya Gokhale, Jonas Van Gompel, Bert J. Claessens, Chris Develder:
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System. CoRR abs/2310.19159 (2023) - Fabio Pavirani, Gargya Gokhale, Bert Claessens, Chris Develder:
Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks. CoRR abs/2312.03365 (2023) - 2022
- Gargya Gokhale, Bert Claessens, Chris Develder:
PhysQ: A Physics Informed Reinforcement Learning Framework for Building Control. CoRR abs/2211.11830 (2022) - 2021
- Gargya Gokhale, Bert Claessens, Chris Develder:
Physics Informed Neural Networks for Control Oriented Thermal Modeling of Buildings. CoRR abs/2111.12066 (2021)
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