VMAgent: Scheduling Simulator for Reinforcement Learning.
Junjie ShengShengliang CaiHaochuan CuiWenhao LiYun HuaBo JinWenli ZhouYiqiu HuLei ZhuQian PengHongyuan ZhaXiangfeng WangPublished in: CoRR (2021)
Keyphrases
- reinforcement learning
- real robot
- scheduling problem
- function approximation
- scheduling algorithm
- resource allocation
- model free
- round robin
- learning algorithm
- state space
- dynamic scheduling
- optimal control
- parallel machines
- resource constraints
- simulation tool
- temporal difference learning
- optimal policy
- data sets
- markov decision processes
- flexible manufacturing systems
- reinforcement learning methods
- response time
- scheduling strategy
- robotic control