Ioannis Boukas

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Control Policies

Gradient Ascent

Top Venues

J. Artif. Intell. Res.

IEEE Trans. Smart Grid

Publications

Ioannis Boukas, Elodie Burtin, Antonio Sutera, Quentin Gemine, Bernard Pevee, Damien Ernst
Exploiting the Flexibility Potential of Water Distribution Networks: A Pilot Project in Belgium. IEEE Trans. Smart Grid 15 (1) (2024)
Miguel Manuel de Villena, Samy Aittahar, Sebastien Mathieu, Ioannis Boukas, Eric Vermeulen, Damien Ernst
Financial Optimization of Renewable Energy Communities Through Optimal Allocation of Locally Generated Electricity. IEEE Access 10 (2022)
Adrien Bolland, Ioannis Boukas, Mathias Berger, Damien Ernst
Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent. J. Artif. Intell. Res. 73 (2022)
Ioannis Boukas, Damien Ernst, Thibaut Théate, Adrien Bolland, Alexandre Huynen, Martin Buchwald, Christelle Wynants, Bertrand Cornélusse
A deep reinforcement learning framework for continuous intraday market bidding. Mach. Learn. 110 (9) (2021)
Jonathan Dumas, Ioannis Boukas, Miguel Manuel de Villena, Sébastien Mathieu, Bertrand Cornélusse
Probabilistic Forecasting of Imbalance Prices in the Belgian Context. CoRR (2021)
Adrien Bolland, Ioannis Boukas, François Cornet, Mathias Berger, Damien Ernst
Learning optimal environments using projected stochastic gradient ascent. CoRR (2020)
Ioannis Boukas, Damien Ernst, Thibaut Théate, Adrien Bolland, Alexandre Huynen, Martin Buchwald, Christelle Wynants, Bertrand Cornélusse
A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding. CoRR (2020)
Simone Totaro, Ioannis Boukas, Anders Jonsson, Bertrand Cornélusse
Lifelong Control of Off-grid Microgrid with Model Based Reinforcement Learning. CoRR (2020)