Reinforcement Learning for Optimal Control of a District Cooling Energy Plant.
Zhong GuoAustin R. CoffmanPrabir BarooahPublished in: ACC (2022)
Keyphrases
- optimal control
- reinforcement learning
- control problems
- dynamic programming
- feedback control
- risk sensitive
- control strategy
- function approximation
- control system
- optimal control problems
- energy consumption
- electrical energy
- class of nonlinear systems
- actor critic
- control law
- linear quadratic
- markov decision processes
- lyapunov function
- brownian motion
- rl algorithms
- infinite horizon
- state space
- policy gradient
- approximate dynamic programming
- heat transfer
- electrical power
- learning algorithm