Taotao Liu

Reinforcement learning for one-shot DAG scheduling with comparability identification and dense reward

In recent years, many studies proposed to generate solutions for Directed Acyclic Graph (DAG) scheduling problem in one shot by combining reinforcement learning and list scheduling heuristic. However, these existing methods suffer from biased estimation of sampling probabilities and inefficient guid…