GOAL: A Generalist Combinatorial Optimization Agent Learner

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GOAL: A Generalist Combinatorial Optimization Agent Learner

21 June 2024

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Papers citing "GOAL: A Generalist Combinatorial Optimization Agent Learner"

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Title
Convolution, attention and structure embedding J. Andreoli 105 25 0 03 May 2019
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 157 1,405 0 15 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.9K 95,531 0 11 Oct 2018
Learning to Perform Local Rewriting for Combinatorial Optimization Xinyun Chen Yuandong Tian NAI OffRL 155 352 0 30 Sep 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 137 1,236 0 22 Mar 2018
Reinforcement Learning for Solving the Vehicle Routing Problem M. Nazari Afshin Oroojlooy L. Snyder Martin Takáč 130 911 0 12 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 933 133,201 0 12 Jun 2017
Thinking Fast and Slow with Deep Learning and Tree Search Thomas W. Anthony Zheng Tian David Barber 145 402 0 23 May 2017
Learning Combinatorial Optimization Algorithms over Graphs H. Dai Elias Boutros Khalil Yuyu Zhang B. Dilkina Le Song 139 1,483 0 05 Apr 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 172 1,499 0 29 Nov 2016