Output details
13 - Electrical and Electronic Engineering, Metallurgy and Materials
University of Strathclyde
Comparing policy gradient and value function based reinforcement learning methods in simulated electrical power trade
The software developed during this research to simulate electricity markets has been publicly disseminated through industry-recognised open-source forums [http://rwl.github.com/pylon, sourceforge.net]. Development work related to this research has been undertaken on the Electric Power Research Institute’s (EPRI) Open DSS software [Roger Dugan, EPRI, Knoxville, Tennessee, USA, rdugan@epri.com]. Expertise resulting from this research was then used by the author in collaboration with SME Open-Grid-Systems [Alan McMorran, alan@opengrid.com] and an international standards working group [http://cimug.ucaiug.org].