Bolland, Adrien

8 publications

NeurIPSW 2024 Cost Estimation in Unit Commitment Problems Using Simulation-Based Inference Matthias Pirlet, Adrien Bolland, Gilles Louppe, Damien Ernst

ICMLW 2024 Reinforcement Learning for Efficient Design and Control Co-Optimisation of Energy Systems Marine Cauz, Adrien Bolland, Christophe Ballif, Nicolas Wyrsch

ICMLW 2023 Informed POMDP: Leveraging Additional Information in Model-Based RL Gaspard Lambrechts, Adrien Bolland, Damien Ernst

TMLR 2023 Policy Gradient Algorithms Implicitly Optimize by Continuation Adrien Bolland, Gilles Louppe, Damien Ernst

ICMLW 2023 Policy Gradient Algorithms Implicitly Optimize by Continuation Adrien Bolland, Gilles Louppe, Damien Ernst

JAIR 2022 Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent Adrien Bolland, Ioannis Boukas, Mathias Berger, Damien Ernst

TMLR 2022 Recurrent Networks, Hidden States and Beliefs in Partially Observable Environments Gaspard Lambrechts, Adrien Bolland, Damien Ernst

MLJ 2021 A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding Ioannis Boukas, Damien Ernst, Thibaut Théate, Adrien Bolland, Alexandre Huynen, Martin Buchwald, Christelle Wynants, Bertrand Cornélusse