Action Masked Deep Reinforcement learning for Controlling Industrial Assembly Lines.
Ali Mohamed AliLuca TirelPublished in: AIIoT (2023)
Keyphrases
- assembly line
- reinforcement learning
- assembly line balancing
- action selection
- action space
- processing times
- manufacturing systems
- production line
- beam search
- machine learning
- learning algorithm
- markov decision processes
- optimal policy
- state space
- production system
- optimal control
- bin packing
- expert systems
- dynamic programming
- special case