Attentive Reinforcement Learning for Scheduling Problem with Node Auto-scaling.
Yanxia GuanMin XieYuan LiXinhai XuPublished in: SMC (2022)
Keyphrases
- scheduling problem
- reinforcement learning
- single machine
- np hard
- tabu search
- setup times
- flowshop
- function approximation
- state space
- minimizing makespan
- visual attention
- parallel machines
- optimal policy
- permutation flowshop
- multi agent
- reinforcement learning algorithms
- model free
- markov decision processes
- processing times
- precedence constraints
- tree structure
- action selection
- temporal difference
- graph structure
- neural network
- lower bound
- focus of attention
- directed graph
- policy search
- special case