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Researcher profile

Ngoc Hoang Luong

2 papers in the PaperMetrix corpus

Publications

Papers by this author

  1. Understanding the Role of Population Experiences in Proximal Distilled Evolutionary Reinforcement Learning

    2023

    Evolutionary Reinforcement Learning (ERL) combines the sample-efficiency property of Reinforcement Learning and exploration capabilities from the population-based search of Evolutionary Computation. These methods have shown promising performance on many continuous control tasks. However, one could …

  2. Gradient-Free Sparse Adversarial Attack on Object Detection Models

    2025 · Proceedings of the Genetic and Evolutionary Computation Conference

    The rapid increase of object detection's applications leads to a growing need for these models to be robust to adversarial examples. However, it has been shown that deep neural networks (DNNs) are vulnerable to adversarial …