A deep reinforcement learning based hyper-heuristic for combinatorial optimisation with uncertainties

Mathematics

• Hyper-heuristics 100%
• Reinforcement Learning 86%
• Combinatorial Optimization 66%
• Uncertainty 48%
• Heuristics 24%
• Container Terminal 24%
• Strip Packing 22%
• Optimization 21%
• Computational Intelligence 21%
• Interpretability 19%
• Routing Problem 18%
• Performance 17%
• Packing Problem 17%
• Operations Research 16%
• Data-driven 16%
• Combinatorial Optimization Problem 15%
• Experimental Results 14%
• Module 9%
• Demonstrate 8%
• Framework 8%
• Form 5%

Business & Economics

• Combinatorial Optimization 74%
• Reinforcement Learning 73%
• Heuristics 45%
• Uncertainty 33%
• Packing Problem 14%
• Computational Intelligence 13%
• Operations Research 13%
• Container Terminal 12%
• Learning Methods 11%
• Routing Problem 11%
• Trucks 10%
• Module 10%
• Optimization Problem 8%
• Problem Solving 8%
• Performance 7%

Engineering & Materials Science

• Combinatorial optimization 63%
• Reinforcement learning 57%
• Uncertainty 36%
• Truck terminals 28%
• Operations research 16%
• Containers 13%
• Artificial intelligence 12%