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Gargya Gokhale
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 11
Top Topics
Demand Forecasting
Reinforcement Learning
Monte Carlo Tree Search
Function Approximation
Top Venues
CoRR
BuildSys@SenSys
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Publications
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Toon Van Puyvelde
,
Marie-Sophie Verwee
,
Gargya Gokhale
,
Mehran Zareh Eshghdoust
,
Chris Develder
HomeLabGym: A real-world testbed for home energy management systems.
CoRR
(2024)
Gargya Gokhale
,
Bert Claessens
,
Chris Develder
Explainable Reinforcement Learning-based Home Energy Management Systems using Differentiable Decision Trees.
CoRR
(2024)
Gargya Gokhale
,
Seyed Soroush Karimi Madahi
,
Bert Claessens
,
Chris Develder
Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers.
CoRR
(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
(2024)
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
(2023)
Gargya Gokhale
,
Jonas Van Gompel
,
Bert J. Claessens
,
Chris Develder
Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System.
CoRR
(2023)
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)
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
(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)
Gargya Gokhale
,
Bert Claessens
,
Chris Develder
PhysQ: A Physics Informed Reinforcement Learning Framework for Building Control.
CoRR
(2022)
Gargya Gokhale
,
Bert Claessens
,
Chris Develder
Physics Informed Neural Networks for Control Oriented Thermal Modeling of Buildings.
CoRR
(2021)