Non-steady-state Control under Disturbances: Navigating Plant Operation via Simulation-Based Reinforcement Learning.
Shumpei KubosawaTakashi OnishiYoshimasa TsuruokaPublished in: SICE (2021)
Keyphrases
- steady state
- reinforcement learning
- operating conditions
- control system
- markov chain
- control problems
- production processes
- product form
- robot control
- optimal control
- queueing networks
- feedback loop
- steady states
- queue length
- arrival rate
- state space
- explicit expressions
- power plant
- control method
- model free
- learning algorithm
- heavy traffic
- adaptive control
- queueing model
- fluid model
- state dependent
- control policy
- probability distribution
- special case
- power system