Residual Scheduling: A New Reinforcement Learning Approach to Solving Job Shop Scheduling Problem

Keyphrases

• Reinforcement Learning Approach 100%
• Job Shop Scheduling Problem 100%
• Scheduling Problem 50%
• Construction Heuristics 50%
• Makespan 33%
• NP-hard 16%
• Efficient Heuristics 16%
• Flexible Job Shop Scheduling 16%
• Reasonable Time 16%
• Problem Instances 16%
• Scheduling Solutions 16%
• Common Variants 16%
• Deep Reinforcement Learning (deep RL) 16%
• Mathematical Optimization Problems 16%
• Graph Neural Network 16%
• Manufacturing Jobs 16%

Computer Science

• Job Shop Scheduling Problems 100%
• Learning Approach 100%
• Reinforcement Learning 100%
• Scheduling Problem 42%
• Construction Heuristic 42%
• Optimization Problem 14%
• Problem Instance 14%
• Deep Reinforcement Learning 14%
• Mathematical Optimization 14%
• Graph Neural Network 14%
• Common Variant 14%