Edge Generation Scheduling for DAG Tasks using Deep Reinforcement Learning.
Binqi SunMirco TheileZiyuan QinDaniele BernardiniDebayan RoyAndrea BastoniMarco CaccamoPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- transfer learning
- function approximation
- computational grids
- resource constraints
- edge detection
- markov decision processes
- previously learned
- real time database systems
- edge information
- directed acyclic graph
- scheduling algorithm
- learning tasks
- resource allocation
- supervised learning
- scheduling problem
- state space
- probability distribution
- dynamic programming
- multi agent