Reinforcement Learning for the Unit Commitment Problem.

Gal Dalal Shie Mannor

Published in: CoRR (2015)

Keyphrases

unit commitment
reinforcement learning
power generation
function approximation
electricity markets
mixed integer programming
state space
markov decision processes
electric power
machine learning
multi agent
optimal policy
long term
dynamic programming
support vector
power system
optimal control
column generation