Curriculum Multi-Stage Reinforcement Learning for Automated Interlinked Production Systems on Virtual Commissioning Simulations.
Florian JaenschAdrian SteidleAlexander VerlPublished in: TransAI (2021)
Keyphrases
- multistage
- production system
- reinforcement learning
- optimal policy
- dynamic programming
- single stage
- production process
- virtual reality technology
- lot sizing
- virtual reality
- stochastic optimization
- virtual environment
- stochastic programming
- multiprocessor architecture
- state space
- certainty factor
- lot streaming
- state dependent
- control structure
- artificial intelligence
- attack detection
- assembly systems
- learning algorithm
- machine learning
- markov decision processes
- finite horizon
- scheduling problem
- special case