Reinforcement learning approach to goal-regulation in a self-evolutionary manufacturing system.
Moonsoo ShinKwangyeol RyuMooyoung JungPublished in: Expert Syst. Appl. (2012)
Keyphrases
- manufacturing systems
- reinforcement learning
- flexible manufacturing systems
- manufacturing environment
- petri net
- quality control
- manufacturing processes
- shop floor
- complex systems
- evolutionary computation
- production cost
- function approximation
- manufacturing process
- information systems
- manufacturing enterprises
- market demand
- production system
- control structure
- learning agents
- markov decision processes
- state space
- raw material
- assembly line
- production rate
- cooperative
- multi agent