Industrial Engineering & Management

Mengmeng Chen

Publications

• Research Article
  Deadlock-Detection via Reinforcement Learning
  Author(s): Mengmeng Chen and Rabelo LMengmeng Chen and Rabelo L
  
  Optimization of makespan in scheduling is a highly desirable research topic, deadlock detection and prevention is one of the fundamental issues. Supported by what learned from this class, a reinforcement learning approach is developed to unravel this optimization difficulty. By evaluating this RL model on forty classical non-buffer benchmarks and compare with other alternative algorithms, we presented a near-optimal result... Read More»
  DOI: 10.4172/2169-0316.1000215

  Abstract PDF