Synthesizing Chemical Plant Operation Procedures using Knowledge, Dynamic Simulation and Deep Reinforcement Learning.
Shumpei KubosawaTakashi OnishiYoshimasa TsuruokaPublished in: CoRR (2019)
Keyphrases
- reinforcement learning
- domain knowledge
- prior knowledge
- dynamic environments
- knowledge base
- expert systems
- knowledge acquisition
- learning systems
- control system
- knowledge management
- water treatment
- data sets
- production processes
- learned knowledge
- simulation environment
- power plant
- function approximation
- evaluation function
- data mining techniques
- knowledge representation
- learning process