Deep reinforcement learning and population dynamics for water systems control

"We study the control of water-tank systems with linear and nonlinear coupled dynamics. As a way to alleviate the design difficulties and avoid modeling simplifications, we design centralized and decentralized deep reinforcement learning (RL) strategies to control interconnected linear and nonl...