Zone scheduling optimization of pumps in water distribution networks with deep reinforcement learning and knowledge-assisted learning
Jiahui Xu, Hongyuan Wang, Jun Rao, Jingcheng Wang
Topics & Concepts
Reinforcement learningComputer scienceScheduling (production processes)Markov decision processArtificial intelligenceBellman equationMathematical optimizationParametric statisticsQ-learningNetwork topologyOptimization problemMachine learningMarkov processAlgorithmMathematicsStatisticsOperating systemWater Systems and OptimizationSmart Grid Energy ManagementWater resources management and optimization