Self-Optimization in Smart Production Systems using Distributed Reinforcement Learning.
Dorothea SchwungMadhav ModaliAndreas SchwungPublished in: SMC (2019)
Keyphrases
- production system
- reinforcement learning
- multistage
- multi agent
- multiprocessor architecture
- production process
- distributed systems
- production rules
- control structure
- optimization algorithm
- distributed environment
- global optimization
- production line
- mobile agents
- markov decision
- expert systems
- function approximation
- state space
- temporal difference
- cooperative
- optimization process
- material handling
- certainty factor
- dynamic programming
- machine learning
- reinforcement learning algorithms
- action selection
- model free
- optimization method
- optimal control
- learning process
- peer to peer
- scheduling problem