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Reinforcement Learning with Combinatorial Actions: An Application to Vehicle ...
The Capacitated Vehicle Routing Problem (CVRP) dataset, a combinatorial optimization problem in which a set of locations must be covered by a single vehicle with limited capacity. -
OnCallRostering
The dataset used in the paper for OnCallRostering, which is a type of combinatorial optimization problem. -
Feedback Vertex Set Problem
The dataset used in the paper is a set of undirected graphs, specifically Erdoøs-Renyi random graphs and regular random graphs. -
Solving Combinatorial Games using Products, Projections and Lexicographically...
The dataset used in this paper is a set of two-player zero-sum games with bilinear loss functions. -
Continuous Relaxation Annealing for Combinatorial Optimization
The dataset used in this paper is a collection of combinatorial optimization problems, including MIS and MaxCut problems on random regular graphs (RRGs) with varying degrees. -
Combinatorial 3D Shape Generation via Sequential Assembly
Combinatorial 3D shape generation framework using Bayesian optimization -
ML4CO dual task dataset
The dataset used in the dual task of ML4CO competition, which is a mixed-integer linear program (MILP) problem. -
ML4CO dataset
The dataset used in the ML4CO competition, which is a mixed-integer linear program (MILP) problem. -
Learning Combinatorial Optimization Algorithms over Graphs
A dataset for learning combinatorial optimization algorithms over graphs. -
Pattern Reduction Dataset
The dataset is used to predict the final objective function value of a difficult combinatorial optimization problem from the input. -
Minimum Spanning Tree
The dataset used in the paper is the Minimum Spanning Tree problem, a combinatorial optimization problem where the goal is to find a minimum spanning tree of a graph. -
GenCO: Generating Diverse Designs with Combinatorial Constraints
GenCO: Generating Diverse Designs with Combinatorial Constraints -
Restricted Boltzmann Machine for Combinatorial Optimization and Integer Facto...
The dataset used in this paper is a Restricted Boltzmann Machine (RBM) for combinatorial optimization and integer factorization. -
Set Covering
The dataset is used to evaluate the performance of the proposed method. -
Multiple Knapsack Problem
The dataset is used to evaluate the performance of the proposed method. -
Traveling Salesman Problem
The Traveling Salesman Problem (TSP) is a classic problem in combinatorial optimization and operations research that involves finding the shortest possible tour that visits each...