Applying reinforcement learning and tree search to the unit commitment problem
Patrick de Mars, Aïdan O'Sullivan
Topics & Concepts
Reinforcement learningComputer sciencePower system simulationMathematical optimizationTree (set theory)Integer programmingScheduling (production processes)Decision treeState spaceElectric power systemSearch treeArtificial intelligenceSearch algorithmMachine learningPower (physics)MathematicsAlgorithmPhysicsStatisticsMathematical analysisQuantum mechanicsElectric Power System OptimizationOptimal Power Flow DistributionSmart Grid Energy Management