Reinforcement Learning for Optimal Control of a District Cooling Energy Plant.
Zhong GuoAustin R. CoffmanPrabir BarooahPublished in: CoRR (2022)
Keyphrases
- optimal control
- reinforcement learning
- control problems
- dynamic programming
- risk sensitive
- feedback control
- electrical energy
- energy consumption
- optimal control problems
- actor critic
- function approximation
- control strategy
- control system
- temporal difference
- rl algorithms
- class of nonlinear systems
- simulated annealing
- state space
- reinforcement learning algorithms
- brownian motion
- electrical power
- linear quadratic
- optimal policy
- policy gradient
- average cost
- approximate dynamic programming
- lyapunov function
- neural network
- control method
- learning algorithm