27 citations · 69 across the 11 of their papers we have counts for
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cs.LG2022
Improving Generative Flow Networks with Path Regularization
Anh Do, Duy Dinh, Tan Nguyen +3
Generative Flow Networks (GFlowNets) are recently proposed models for learning stochastic policies that generate compositional objects by sequences of actions with the probability…
cs.NE2022
Analysis of Quality Diversity Algorithms for the Knapsack Problem
Adel Nikfarjam, Anh Viet Do, Frank Neumann
Quality diversity (QD) algorithms have been shown to be very successful when dealing with problems in areas such as robotics, games and combinatorial optimization. They aim to maxi…
cs.NE2022★ 6 cited
Niching-based Evolutionary Diversity Optimization for the Traveling Salesperson Problem
Anh Viet Do, Mingyu Guo, Aneta Neumann +1
In this work, we consider the problem of finding a set of tours to a traveling salesperson problem (TSP) instance maximizing diversity, while satisfying a given cost constraint. Th…