Planning for automatic product assembly using reinforcement learning.
Heng ZhangQingjin PengJian ZhangPeihua GuPublished in: Comput. Ind. (2021)
Keyphrases
- reinforcement learning
- production planning
- semi automatic
- action selection
- planning problems
- assembly systems
- manufacturing process
- reinforcement learning algorithms
- ai planning
- life cycle
- assembly process
- machine learning
- deterministic domains
- stochastic domains
- function approximation
- optimal policy
- decision support
- model free
- optimal control
- temporal difference
- markov decision processes
- partially observable
- mixed initiative
- state space
- reinforcement learning problems
- dynamic programming
- learning process
- multi agent