Deep Reinforcement Learning Guided Improvement Heuristic for Job Shop Scheduling.
Cong ZhangZhiguang CaoWen SongYaoxin WuJie ZhangPublished in: ICLR (2024)
Keyphrases
- job shop scheduling
- job shop scheduling problem
- reinforcement learning
- scheduling problem
- tabu search
- combinatorial optimization problems
- dynamic programming
- simulated annealing
- graph coloring
- combinatorial optimization
- genetic algorithm
- optimal solution
- benchmark problems
- machine learning
- np hard
- metaheuristic
- graph model
- solution quality
- search algorithm
- memetic algorithm
- resource constraints