9 citations · 9 across the 1 of their papers we have counts for
3 papers
cs.LG2021★ 9 cited
Gym-ANM: Open-source software to leverage reinforcement learning for power system management in research and education
Robin Henry, Damien Ernst
Gym-ANM is a Python package that facilitates the design of reinforcement learning (RL) environments that model active network management (ANM) tasks in electricity networks. Here,…
cs.LG2021
Gym-ANM: Reinforcement Learning Environments for Active Network Management Tasks in Electricity Distribution Systems
Robin Henry, Damien Ernst
Active network management (ANM) of electricity distribution networks include many complex stochastic sequential optimization problems. These problems need to be solved for integrat…
physics.soc-ph2018
Critical Time Windows for Renewable Resource Complementarity Assessment
Mathias Berger, David Radu, Raphael Fonteneau +7
This paper proposes a systematic framework to assess the complementarity of renewable resources over arbitrary geographical scopes and temporal scales which is particularly well-su…