Solving Offline 3D Bin Packing Problem with Large-sized Bin via Two-stage Deep Reinforcement Learning.
Hao YinFan ChenHongjie HePublished in: AAMAS (2024)
Keyphrases
- reinforcement learning
- variable sized
- function approximation
- lower bound
- solve complex tasks
- learning algorithm
- markov decision problems
- real time
- neural network
- problems in artificial intelligence
- small sized
- control problems
- transfer learning
- robotic control
- bin packing
- knapsack problem
- optimal policy
- mobile robot
- artificial neural networks
- genetic algorithm
- machine learning
- data sets