Practical implementation and evaluation of deep reinforcement learning control for a radiant heating system.
Zhiang ZhangKhee Poh LamPublished in: BuildSys@SenSys (2018)
Keyphrases
- reinforcement learning
- control problems
- robot control
- optimal control
- control system
- control strategies
- evaluation methods
- evaluation process
- adaptive control
- evaluation method
- practical application
- control structure
- efficient implementation
- high level synthesis
- control policy
- control policies
- transition model
- robotic control
- neural network
- function approximation
- learning problems
- state space
- search engine
- learning algorithm
- genetic algorithm