6 citations · 6 across the 2 of their papers we have counts for
2 papers
eess.SY2022
Reinforcement Learning and Tree Search Methods for the Unit Commitment Problem
Patrick de Mars
The unit commitment (UC) problem, which determines operating schedules of generation units to meet demand, is a fundamental task in power systems operation. Existing UC methods usi…
eess.SP2020★ 6 cited
Reinforcement Learning for Electricity Network Operation
Adrian Kelly, Aidan O'Sullivan, Patrick de Mars +1
This paper presents the background material required for the Learning to Run Power Networks Challenge. The challenge is focused on using Reinforcement Learning to train an agent to…