Gargya Gokhale

17 papers Journal 9Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies. e-Energy Seyed Soroush Karimi Madahi, Gargya Gokhale, Marie-Sophie Verwee, Bert Claessens, Chris Develder
2024	J	`jnl`	Control Policy Correction Framework for Reinforcement Learning-based Energy Arbitrage Strategies. CoRR Seyed Soroush Karimi Madahi, Gargya Gokhale, Marie-Sophie Verwee, Bert Claessens, Chris Develder
2024	—	`conf`	Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers. e-Energy Gargya Gokhale, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder
2024	J	`jnl`	Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers. CoRR Gargya Gokhale, Seyed Soroush Karimi Madahi, Bert Claessens, Chris Develder
2024	—	`conf`	Explainable Home Energy Management Systems based on Reinforcement Learning using Differentiable Decision Trees. e-Energy Gargya Gokhale, Bert Claessens, Chris Develder
2024	J	`jnl`	Explainable Reinforcement Learning-based Home Energy Management Systems using Differentiable Decision Trees. CoRR Gargya Gokhale, Bert Claessens, Chris Develder
2024	—	`conf`	HomeLabGym: A real-world testbed for home energy management systems. e-Energy Toon Van Puyvelde, Marie-Sophie Verwee, Gargya Gokhale, Mehran Zareh Eshghdoust, Chris Develder
2024	J	`jnl`	HomeLabGym: A real-world testbed for home energy management systems. CoRR Toon Van Puyvelde, Marie-Sophie Verwee, Gargya Gokhale, Mehran Zareh Eshghdoust, Chris Develder
2024	—	`conf`	Multi-source Transfer Learning in Reinforcement Learning-based Home Battery Controller. BuildSys Seyed Soroush Karimi Madahi, Toon Van Puyvelde, Gargya Gokhale, Bert Claessens, Chris Develder
2024	—	`conf`	Sample efficient reinforcement learning for building control: Leveraging physics informed latent representations. e-Energy Gargya Gokhale, Bert Claessens, Chris Develder
2023	J	`jnl`	Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks. CoRR Fabio Pavirani, Gargya Gokhale, Bert Claessens, Chris Develder
2023	—	`conf`	Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households. BuildSys Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert Claessens, Chris Develder
2023	J	`jnl`	Real-World Implementation of Reinforcement Learning Based Energy Coordination for a Cluster of Households. CoRR Gargya Gokhale, Niels Tiben, Marie-Sophie Verwee, Manu Lahariya, Bert J. Claessens, Chris Develder
2023	—	`conf`	Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System. BuildSys Gargya Gokhale, Jonas Van Gompel, Bert Claessens, Chris Develder
2023	J	`jnl`	Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System. CoRR Gargya Gokhale, Jonas Van Gompel, Bert J. Claessens, Chris Develder
2022	J	`jnl`	PhysQ: A Physics Informed Reinforcement Learning Framework for Building Control. CoRR Gargya Gokhale, Bert Claessens, Chris Develder
2021	J	`jnl`	Physics Informed Neural Networks for Control Oriented Thermal Modeling of Buildings. CoRR Gargya Gokhale, Bert Claessens, Chris Develder