Attend2Pack: Bin Packing through Deep Reinforcement Learning with Attention

9 July 2021

Papers citing "Attend2Pack: Bin Packing through Deep Reinforcement Learning with Attention"

8 / 8 papers shown

Title
OPA-Pack: Object-Property-Aware Robotic Bin Packing Jia-Hui Pan Yeok Tatt Cheah Zhengzhe Liu Ka-Hei Hui Xiaojie Gao Pheng-Ann Heng Yun-Hui Liu Chi-Wing Fu 17 0 0 19 May 2025
Deliberate Planning of 3D Bin Packing on Packing Configuration Trees Hang Zhao Juzhan Xu Kexiong Yu Ruizhen Hu Chenyang Zhu K. Xu 72 1 0 06 Apr 2025
Approximately Optimal Search on a Higher-dimensional Sliding Puzzle Nono SC Merleau Miguel O'Malley Érika Roldán Sayan Mukherjee 75 1 0 02 Dec 2024
GFPack++: Improving 2D Irregular Packing by Learning Gradient Field with Attention Tianyang Xue Lin Lu Yang Liu Mingdong Wu Hao Dong Yanbin Zhang Renmin Han Baoquan Chen 37 0 0 09 Jun 2024
Efficient Reinforcement Learning of Task Planners for Robotic Palletization through Iterative Action Masking Learning Zheng Wu Yichuan Li Wei Zhan Changliu Liu Yun-Hui Liu Masayoshi Tomizuka 50 4 0 07 Apr 2024
Machine Learning for the Multi-Dimensional Bin Packing Problem: Literature Review and Empirical Evaluation Wenjie Wu Changjun Fan Jin-Yu Huang Zhong Liu Junchi Yan 41 0 0 13 Dec 2023
SDF-Pack: Towards Compact Bin Packing with Signed-Distance-Field Minimization Jia Pan Ka-Hei Hui Xiaojie Gao Shize Zhu Yunhui Liu Pheng-Ann Heng Chi-Wing Fu 40 11 0 14 Jul 2023
Planning Irregular Object Packing via Hierarchical Reinforcement Learning Sichao Huang Ziwei Wang Jie Zhou Jiwen Lu 18 19 0 17 Nov 2022