Bert Claessens

1. Distill2Explain: Differentiable decision trees for explainable reinforcement learning in energy application controllers
   2024/03/18 by Gargya Gokhale, Gokhale, Gargya, Seyed Soroush Karimi Madahi +5 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering
2. Demand response for residential building heating: Effective Monte Carlo Tree Search control based on physics-informed neural networks
   2023/12/06 by Fabio Pavirani, Pavirani, Fabio, Gargya Gokhale +5 · 2 citations
   Engineering · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Building Energy and Comfort Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Model Reduction and Neural Networks #Systems and Control (eess.SY) #electronic engineering #information engineering
3. Predicting and Publishing Accurate Imbalance Prices Using Monte Carlo Tree Search
   2024/11/06 by Fabio Pavirani, Pavirani, Fabio, Jonas Van Gompel +7 · 3 citations
   Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Systems and Control (eess.SY) #electronic engineering #information engineering
4. Distributional Reinforcement Learning-based Energy Arbitrage Strategies in Imbalance Settlement Mechanism
   2023/12/23 by Seyed Soroush Karimi Madahi, Bert Claessens, Madahi, Seyed Soroush Karimi +3 · 3 citations
   Energy · Engineering · #Artificial Intelligence (cs.AI) #Electric Vehicles and Infrastructure #Energy Efficiency and Management #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Smart Grid Energy Management #Systems and Control (eess.SY) #electronic engineering #information engineering