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Can $Q$-Learning with Graph Networks Learn a Generalizable Branching
  Heuristic for a SAT Solver?
v1v2 (latest)

Can QQQ-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver?

26 September 2019
Vitaly Kurin
Saad Godil
Shimon Whiteson
Bryan Catanzaro
    NAI
ArXiv (abs)PDFHTML

Papers citing "Can $Q$-Learning with Graph Networks Learn a Generalizable Branching Heuristic for a SAT Solver?"

13 / 13 papers shown
Title
Guiding Word Equation Solving using Graph Neural Networks (Extended
  Technical Report)
Guiding Word Equation Solving using Graph Neural Networks (Extended Technical Report)Automated Technology for Verification and Analysis (ATVA), 2024
Parosh Aziz Abdulla
Mohamed Faouzi Atig
Julie Cailler
Chencheng Liang
P. Rümmer
163
1
0
19 Nov 2024
A Reinforcement Learning based Reset Policy for CDCL SAT Solvers
A Reinforcement Learning based Reset Policy for CDCL SAT Solvers
Chunxiao Li
Charlie Liu
Jonathan Chung
Zhengyang Lu
Piyush Jha
Vijay Ganesh
CLL
226
1
0
04 Apr 2024
General Method for Solving Four Types of SAT Problems
General Method for Solving Four Types of SAT Problems
Anqi Li
Congying Han
Tiande Guo
Haoran Li
Bonan li
139
4
0
27 Dec 2023
Augment with Care: Contrastive Learning for Combinatorial Problems
Augment with Care: Contrastive Learning for Combinatorial ProblemsInternational Conference on Machine Learning (ICML), 2022
Haonan Duan
Pashootan Vaezipoor
Max B. Paulus
Yangjun Ruan
Chris J. Maddison
SSL
129
25
0
17 Feb 2022
Reinforcement Learning Based Query Vertex Ordering Model for Subgraph
  Matching
Reinforcement Learning Based Query Vertex Ordering Model for Subgraph MatchingIEEE International Conference on Data Engineering (ICDE), 2022
Hanchen Wang
Ying Zhang
Lu Qin
Wei Wang
Weinan Zhang
Xuemin Lin
170
25
0
25 Jan 2022
NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks
NeuroBack: Improving CDCL SAT Solving using Graph Neural Networks
Wenxi Wang
Yang Hu
Mohit Tiwari
S. Khurshid
K. McMillan
Risto Miikkulainen
GNNNAI
210
13
0
26 Oct 2021
Generalization of Neural Combinatorial Solvers Through the Lens of
  Adversarial Robustness
Generalization of Neural Combinatorial Solvers Through the Lens of Adversarial RobustnessInternational Conference on Learning Representations (ICLR), 2021
Simon Geisler
Johanna Sommer
Jan Schuchardt
Aleksandar Bojchevski
Stephan Günnemann
AAML
113
45
0
21 Oct 2021
The Threat of Offensive AI to Organizations
The Threat of Offensive AI to OrganizationsComputers & security (CS), 2021
Yisroel Mirsky
Ambra Demontis
J. Kotak
Ram Shankar
Deng Gelei
Liu Yang
Xinming Zhang
Wenke Lee
Yuval Elovici
Battista Biggio
162
98
0
30 Jun 2021
Goal-Aware Neural SAT Solver
Goal-Aware Neural SAT SolverIEEE International Joint Conference on Neural Network (IJCNN), 2021
Emīls Ozoliņš
Kārlis Freivalds
Andis Draguns
Eliza Gaile
Ronalds Zakovskis
Sergejs Kozlovics
NAIAAML
118
32
0
14 Jun 2021
Zero Training Overhead Portfolios for Learning to Solve Combinatorial
  Problems
Zero Training Overhead Portfolios for Learning to Solve Combinatorial Problems
Yiwei Bai
Wenting Zhao
Daniel Schwalbe-Koda
170
1
0
05 Feb 2021
My Body is a Cage: the Role of Morphology in Graph-Based Incompatible
  Control
My Body is a Cage: the Role of Morphology in Graph-Based Incompatible ControlInternational Conference on Learning Representations (ICLR), 2020
Vitaly Kurin
Maximilian Igl
Tim Rocktaschel
Wendelin Boehmer
Shimon Whiteson
AI4CE
233
98
0
05 Oct 2020
Learning Branching Heuristics for Propositional Model Counting
Learning Branching Heuristics for Propositional Model Counting
Pashootan Vaezipoor
Gil Lederman
Yuhuai Wu
Chris J. Maddison
Roger C. Grosse
Sanjit A. Seshia
F. Bacchus
LRM
130
14
0
07 Jul 2020
Enhancing SAT solvers with glue variable predictions
Enhancing SAT solvers with glue variable predictions
Jesse Michael Han
NAIAAML
133
18
0
06 Jul 2020
1