Staying up to Date with Online Content Changes Using Reinforcement Learning for Scheduling.
Andrey KolobovYuval PeresCheng LuEric HorvitzPublished in: NeurIPS (2019)
Keyphrases
- reinforcement learning
- scheduling problem
- function approximation
- scheduling algorithm
- markov decision processes
- state space
- learning algorithm
- batch processing
- flexible manufacturing systems
- dynamic scheduling
- resource allocation
- resource constraints
- reinforcement learning algorithms
- optimal policy
- multi agent
- scheduling strategy
- web services
- database
- transfer learning
- project scheduling
- markov decision process
- round robin
- real time database systems
- dynamic programming
- robotic control
- reinforcement learning methods
- parallel processors
- robot control
- database systems
- supervised learning