TAP-Net: Transport-and-Pack using Reinforcement Learning

TAP-Net: Transport-and-Pack using Reinforcement Learning

3 September 2020

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Papers citing "TAP-Net: Transport-and-Pack using Reinforcement Learning"

14 / 14 papers shown

Title
Automated pebble mosaic stylization of images Lars Doyle Forest Anderson Ehren Choy D. Mould 40 11 0 07 Feb 2019
Stable bin packing of non-convex 3D objects with a robot manipulator Fan Wang Kris K. Hauser 47 58 0 10 Dec 2018
Quantifying Generalization in Reinforcement Learning K. Cobbe Oleg Klimov Christopher Hesse Taehoon Kim John Schulman OffRL 109 674 0 06 Dec 2018
Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning Chen Wei Lingxi Xie Xutong Ren Yingda Xia Chi Su Jiaying Liu Qi Tian Alan Yuille SSL 68 131 0 02 Dec 2018
Assessing Generalization in Deep Reinforcement Learning Charles Packer Katelyn Gao Jernej Kos Philipp Krahenbuhl V. Koltun Basel Alomair OffRL 114 238 0 29 Oct 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 66 210 0 24 May 2018
A Multi-task Selected Learning Approach for Solving 3D Flexible Bin Packing Problem Lu Duan Haoyuan Hu Yu Qian Yu Gong Xiaodong Zhang Yinghui Xu Jiangwen Wei 47 12 0 17 Apr 2018
Reinforcement Learning for Solving the Vehicle Routing Problem M. Nazari Afshin Oroojlooy L. Snyder Martin Takáč 93 907 0 12 Feb 2018
Solving a New 3D Bin Packing Problem with Deep Reinforcement Learning Method Haoyuan Hu Xiaodong Zhang Xiaowei Yan Longfei Wang Yinghui Xu 61 129 0 20 Aug 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 158 1,493 0 29 Nov 2016
Towards Zero-Waste Furniture Design Bongjin Koo Jean Hergel S. Lefebvre Niloy J. Mitra 33 26 0 31 Mar 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 207 8,879 0 04 Feb 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 128 3,060 0 09 Jun 2015
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 446 20,590 0 10 Sep 2014