Deep Reinforcement Learning for Optimal Control of Space Heating.
Adam NagyHussain KazmiFarah CheaibJohan DriesenPublished in: CoRR (2018)
Keyphrases
- optimal control
- reinforcement learning
- control problems
- dynamic programming
- control strategy
- feedback control
- optimal control problems
- infinite horizon
- class of nonlinear systems
- actor critic
- control law
- risk sensitive
- rl algorithms
- function approximation
- state space
- action space
- brownian motion
- stochastic control
- hamilton jacobi bellman
- machine learning
- lyapunov function
- reinforcement learning algorithms
- policy gradient
- approximate dynamic programming
- average cost
- mathematical model
- optimal policy
- scale space
- neural network