Encoding for Reinforcement Learning Driven Scheduling.
Boyang LiYuping FanMichael E. PapkaZhiling LanPublished in: JSSPP (2022)
Keyphrases
- reinforcement learning
- scheduling problem
- function approximation
- state space
- markov decision processes
- temporal difference
- scheduling algorithm
- learning algorithm
- dynamic scheduling
- resource allocation
- data driven
- optimal policy
- multi agent
- scheduling strategy
- resource constraints
- model free
- round robin
- machine learning
- flexible manufacturing systems
- robotic control
- multi agent reinforcement learning
- batch processing
- control policy
- reinforcement learning algorithms
- action selection
- dynamic programming
- response time
- single machine