Solving Dynamic Traveling Salesman Problems With Deep Reinforcement Learning

Keyphrases

• Deep Reinforcement Learning (deep RL) 100%
• Traveling Salesman Problem 100%
• Dynamic Traveling Salesman Problem 100%
• Customer Request 40%
• Pickup-and-delivery Problem 40%
• Real Life Cases 20%
• Dynamic Change 20%
• Attention Model 20%
• Travel Time 20%
• Environmental Change 20%
• NP-complete Problem 20%
• Traffic Condition 20%
• Satisfactory Solution 20%
• Salesperson 20%
• Real-time Traffic 20%
• Problem Instances 20%
• Deep Reinforcement Learning Algorithm 20%

Computer Science

• Deep Reinforcement Learning 100%
• Traveling Salesman Problem 100%
• Pickup and Delivery Problem 33%
• Traffic Condition 16%
• Reinforcement Learning 16%
• Traveling Time 16%
• Satisfactory Solution 16%
• Baseline Approach 16%
• Problem Instance 16%

Psychology

• Learning Algorithm 100%