Batch Reinforcement Learning on the Industrial Benchmark: First Experiences.
Daniel HeinSteffen UdluftMichel TokicAlexander HentschelThomas A. RunklerVolkmar SterzingPublished in: CoRR (2017)
Keyphrases
- reinforcement learning
- industrial applications
- batch mode
- function approximation
- case study
- reinforcement learning algorithms
- batch processing
- comparative analysis
- markov decision processes
- state space
- expert systems
- technology transfer
- model free
- industrial processes
- data sets
- transition model
- quality improvement
- partially observable
- optimal policy
- supervised learning
- artificial intelligence
- machine learning
- real world