Deep Q-learning for the Control of PLC-based Automated Production Systems.
Jonas ZinnBirgit Vogel-HeuserPaulina OckierPublished in: CASE (2020)
Keyphrases
- production system
- control structure
- control system
- production process
- production line
- reinforcement learning
- multistage
- programmable logic controller
- hardware and software
- multiprocessor architecture
- cooperative
- expert systems
- state space
- dynamic programming
- learning algorithm
- markov decision
- control problems
- control strategies
- optimal control
- control method
- fuzzy control
- function approximation
- optimal solution
- multi agent
- bayesian networks
- data acquisition
- certainty factor
- special case
- petri net