Meta-Learning for Black-box Optimization

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Meta-Learning for Black-box Optimization

16 July 2019

Pankaj Malhotra

Jyoti Narwariya

Gautam M. Shroff

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Papers citing "Meta-Learning for Black-box Optimization"

14 / 14 papers shown

Title
MetaBox-v2: A Unified Benchmark Platform for Meta-Black-Box Optimization Zeyuan Ma Yue-Jiao Gong Hongshu Guo Wenjie Qiu Sijie Ma ... Zhiyang Huang Zechuan Huang Guojun Peng Ran Cheng Yining Ma OffRL 83 0 0 23 May 2025
LiBOG: Lifelong Learning for Black-Box Optimizer Generation Jiyuan Pei Yi Mei Jialin Liu Mengjie Zhang 52 0 0 19 May 2025
Discovering Quality-Diversity Algorithms via Meta-Black-Box Optimization Maxence Faldor Robert Tjarko Lange Antoine Cully 162 1 0 04 Feb 2025
Toward Automated Algorithm Design: A Survey and Practical Guide to Meta-Black-Box-Optimization Zeyuan Ma Hongshu Guo Yue-Jiao Gong Jun Zhang Kay Chen Tan 303 5 0 01 Nov 2024
Evolve Cost-aware Acquisition Functions Using Large Language Models Yiming Yao Fei Liu Ji Cheng Qingfu Zhang 127 8 0 25 Apr 2024
RLEMMO: Evolutionary Multimodal Optimization Assisted By Deep Reinforcement Learning Hongqiao Lian Zeyuan Ma Hongshu Guo Ting Huang Yue-Jiao Gong 55 3 0 12 Apr 2024
Reinforced In-Context Black-Box Optimization Lei Song Chenxiao Gao Ke Xue Chenyang Wu Dong Li Haifeng Zhang Zongzhang Zhang Chao Qian 104 4 0 27 Feb 2024
Symbol: Generating Flexible Black-Box Optimizers through Symbolic Equation Learning Jiacheng Chen Zeyuan Ma Hongshu Guo Yining Ma Jie Zhang Yue-Jiao Gong 99 15 0 04 Feb 2024
MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning Zeyuan Ma Hongshu Guo Jiacheng Chen Zhenrui Li Guojun Peng Yue-Jiao Gong Yining Ma Zhiguang Cao OffRL 107 31 0 12 Oct 2023
End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes A. Maraval Matthieu Zimmer Antoine Grosnit H. Ammar BDL 125 17 0 25 May 2023
B2Opt: Learning to Optimize Black-box Optimization with Little Budget Xiaobin Li K. Wu Xiaoyu Zhang Handing Wang Qingbin Liu 92 13 0 24 Apr 2023
Discovering Attention-Based Genetic Algorithms via Meta-Black-Box Optimization R. T. Lange Tom Schaul Yutian Chen Chris Xiaoxuan Lu Tom Zahavy Valentin Dalibard Sebastian Flennerhag 114 36 0 08 Apr 2023
Discovering Evolution Strategies via Meta-Black-Box Optimization R. T. Lange Tom Schaul Yutian Chen Tom Zahavy Valenti Dallibard Chris Xiaoxuan Lu Satinder Singh Sebastian Flennerhag 116 49 0 21 Nov 2022
End-to-End Learning of Deep Kernel Acquisition Functions for Bayesian Optimization Tomoharu Iwata BDL 52 4 0 01 Nov 2021