Learning Robust Search Strategies Using a Bandit-Based Approach

10 May 2018

Papers citing "Learning Robust Search Strategies Using a Bandit-Based Approach"

6 / 6 papers shown

Title
Learning a Generic Value-Selection Heuristic Inside a Constraint Programming Solver Tom Marty Tristan François Pierre Tessier Louis Gautier Louis-Martin Rousseau Quentin Cappart 106 7 0 05 Jan 2023
Structural Analysis of Branch-and-Cut and the Learnability of Gomory Mixed Integer Cuts Maria-Florina Balcan Siddharth Prasad Tuomas Sandholm Ellen Vitercik 42 22 0 15 Apr 2022
Sample Complexity of Tree Search Configuration: Cutting Planes and Beyond Maria-Florina Balcan Siddharth Prasad Tuomas Sandholm Ellen Vitercik 63 39 0 08 Jun 2021
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization Quentin Cappart Thierry Moisan Louis-Martin Rousseau Isabeau Prémont-Schwarz A. Ciré 87 145 0 02 Jun 2020
Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees Maria-Florina Balcan Tuomas Sandholm Ellen Vitercik 70 16 0 26 May 2019
Learning to Branch Maria-Florina Balcan Travis Dick Tuomas Sandholm Ellen Vitercik 90 173 0 27 Mar 2018