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The CMA Evolution Strategy: A Tutorial

4 April 2016

Papers citing "The CMA Evolution Strategy: A Tutorial"

50 / 377 papers shown

Title
Diffusion Models are Evolutionary Algorithms Yanbo Zhang Benedikt Hartl Hananel Hazan Michael Levin 81 9 0 03 Oct 2024
On the Interaction of Adaptive Population Control with Cumulative Step-Size Adaptation Amir Omeradzic Hans-Georg Beyer 16 0 0 01 Oct 2024
Privacy Attack in Federated Learning is Not Easy: An Experimental Study Hangyu Zhu Liyuan Huang Zhenping Xie FedML 50 0 0 28 Sep 2024
An Adaptive Re-evaluation Method for Evolution Strategy under Additive Noise Catalin-Viorel Dinu Yash J. Patel X. Bonet-Monroig Hao Wang 93 0 0 25 Sep 2024
An Enhanced-State Reinforcement Learning Algorithm for Multi-Task Fusion in Large-Scale Recommender Systems Peng Liu Jiawei Zhu Cong Xu Ming Zhao Bin Wang 118 1 0 18 Sep 2024
Algorithmic Scenario Generation as Quality Diversity Optimization Stefanos Nikolaidis 61 1 0 07 Sep 2024
CMA-ES for Discrete and Mixed-Variable Optimization on Sets of Points Kento Uchida Ryoki Hamano Masahiro Nomura Shota Saito Shinichi Shirakawa 68 1 0 23 Aug 2024
Achieving Human Level Competitive Robot Table Tennis David B. DÁmbrosio Saminda Abeyruwan L. Graesser Atil Iscen H. B. Amor ... Vikas Sindhwani Vincent Vanhoucke Grace Vesom P. Xu Pannag R Sanketi 184 15 0 07 Aug 2024
4D-Var using Hessian approximation and backpropagation applied to automatically-differentiable numerical and machine learning models Kylen Solvik Stephen G. Penny Stephan Hoyer 81 3 0 05 Aug 2024
Understanding the Importance of Evolutionary Search in Automated Heuristic Design with Large Language Models Rui Zhang Fei Liu Xi Lin Zhenkun Wang Zhichao Lu Qingfu Zhang 63 9 0 15 Jul 2024
EvolBA: Evolutionary Boundary Attack under Hard-label Black Box condition Ayane Tajima Satoshi Ono AAML 64 0 0 02 Jul 2024
RoboPack: Learning Tactile-Informed Dynamics Models for Dense Packing Bo Ai Stephen Tian Haochen Shi Yixuan Wang Cheston Tan Yunzhu Li Jiajun Wu 110 15 0 01 Jul 2024
Zero-Query Adversarial Attack on Black-box Automatic Speech Recognition Systems Zheng Fang Tao Wang Lingchen Zhao Shenyi Zhang Bowen Li Yunjie Ge Q. Li Chao Shen Qian Wang 56 10 0 27 Jun 2024
Natural Gradient Interpretation of Rank-One Update in CMA-ES Ryoki Hamano Shinichi Shirakawa Masahiro Nomura 77 0 0 24 Jun 2024
Behaviour Distillation Andrei Lupu Chris Xiaoxuan Lu Jarek Liesen R. T. Lange Jakob Foerster DD 108 4 0 21 Jun 2024
From Text to Life: On the Reciprocal Relationship between Artificial Life and Large Language Models Eleni Nisioti Claire Glanois Elias Najarro Andrew Dai Elliot Meyerson J. Pedersen Laetitia Teodorescu Conor F. Hayes Shyam Sudhakaran Sebastian Risi AI4CE LM&Ro 105 4 0 14 Jun 2024
Evolving Self-Assembling Neural Networks: From Spontaneous Activity to Experience-Dependent Learning Erwan Plantec Joachin W. Pedersen Milton L. Montero Eleni Nisioti Sebastian Risi CLL 92 0 0 14 Jun 2024
A Survey of Meta-features Used for Automated Selection of Algorithms for Black-box Single-objective Continuous Optimization Gjorgjina Cenikj Ana Nikolikj Gašper Petelin Niki van Stein Carola Doerr T. Eftimov 86 1 0 08 Jun 2024
Training of Physical Neural Networks Ali Momeni Babak Rahmani B. Scellier Logan G. Wright Peter L. McMahon ... Julie Grollier Andrea J. Liu D. Psaltis Andrea Alù Romain Fleury PINN AI4CE 128 17 0 05 Jun 2024
Model-Based Diffusion for Trajectory Optimization Chaoyi Pan Zeji Yi Guanya Shi Guannan Qu 101 13 0 28 May 2024
Coverage Path Planning for Thermal Interface Materials Simon Baeuerle Andreas Steimer Ralf Mikut 54 0 0 22 May 2024
Towards Optimal Beacon Placement for Range-Aided Localization Ethan Sequeira Hussein Saad Stephen Kelly Matthew Giamou 67 1 0 19 May 2024
CMA-ES for Safe Optimization Kento Uchida Ryoki Hamano Masahiro Nomura Shota Saito Shinichi Shirakawa 55 1 0 17 May 2024
CatCMA : Stochastic Optimization for Mixed-Category Problems Ryoki Hamano Shota Saito Masahiro Nomura Kento Uchida Shinichi Shirakawa 108 1 0 16 May 2024
Quality with Just Enough Diversity in Evolutionary Policy Search Paul Templier Luca Grillotti Emmanuel Rachelson Dennis G. Wilson Antoine Cully 80 1 0 07 May 2024
A Novel Cross-band CSI Prediction Scheme for Multi-band Fingerprint based Localization Ruihao Yuan Kaixuan Huang Shunqing Zhang 27 0 0 06 May 2024
Position: Leverage Foundational Models for Black-Box Optimization Xingyou Song Yingtao Tian Robert Tjarko Lange Chansoo Lee Yujin Tang Yutian Chen 97 9 0 06 May 2024
Hyperparameter Optimization Can Even be Harmful in Off-Policy Learning and How to Deal with It Yuta Saito Masahiro Nomura OffRL 97 3 0 23 Apr 2024
Real-Time Safe Control of Neural Network Dynamic Models with Sound Approximation Hanjiang Hu Jianglin Lan Changliu Liu 106 5 0 20 Apr 2024
A Quadrature Approach for General-Purpose Batch Bayesian Optimization via Probabilistic Lifting Masaki Adachi Satoshi Hayakawa Martin Jørgensen Saad Hamid Harald Oberhauser Michael A. Osborne GP 93 3 0 18 Apr 2024
An Enhanced Differential Grouping Method for Large-Scale Overlapping Problems Maojiang Tian Mingke Chen Wei Du Yang Tang Yaochu Jin 47 2 0 16 Apr 2024
COMBO: Compositional World Models for Embodied Multi-Agent Cooperation Hongxin Zhang Zeyuan Wang Qiushi Lyu Zheyuan Zhang Sunli Chen Tianmin Shu Yilun Du Kwonjoon Lee Yilun Du Chuang Gan 171 18 0 16 Apr 2024
Dynamic Quality-Diversity Search Roberto Gallotta Antonios Liapis Georgios N. Yannakakis 77 0 0 07 Apr 2024
Structurally Flexible Neural Networks: Evolving the Building Blocks for General Agents J. Pedersen Erwan Plantec Eleni Nisioti Milton L. Montero Sebastian Risi 110 1 0 06 Apr 2024
Benchmarking Parameter Control Methods in Differential Evolution for Mixed-Integer Black-Box Optimization Ryoji Tanabe 42 0 0 04 Apr 2024
Robust Pushing: Exploiting Quasi-static Belief Dynamics and Contact-informed Optimization Julius Jankowski Lara Brudermüller Nick Hawes Sylvain Calinon 94 3 0 03 Apr 2024
Test-Time Model Adaptation with Only Forward Passes Shuaicheng Niu Chunyan Miao Guohao Chen Pengcheng Wu Peilin Zhao TTA 132 26 0 02 Apr 2024
BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models Haitao Li Qingyao Ai Jia Chen Qian Dong Zhijing Wu Yiqun Liu Chong Chen Qi Tian AILaw 104 14 0 27 Mar 2024
Searching Search Spaces: Meta-evolving a Geometric Encoding for Neural Networks Tarek Kunze Paul Templier Dennis G. Wilson 73 0 0 20 Mar 2024
CaDRE: Controllable and Diverse Generation of Safety-Critical Driving Scenarios using Real-World Trajectories Peide Huang Wenhao Ding Jonathan M Francis Bingqing Chen Ding Zhao 103 7 0 19 Mar 2024
Bridging the Gap between Discrete Agent Strategies in Game Theory and Continuous Motion Planning in Dynamic Environments Hongrui Zheng Zhijun Zhuang Stephanie Wu Shuo Yang Rahul Mangharam 63 1 0 17 Mar 2024
An Investigation of the Factors Influencing Evolutionary Dynamics in the Joint Evolution of Robot Body and Control L. L. Goff Edgar Buchanan Emma Hart 26 0 0 15 Mar 2024
PMBO: Enhancing Black-Box Optimization through Multivariate Polynomial Surrogates Janina Schreiber Pau Batlle D. Wicaksono Michael Hecht 79 0 0 12 Mar 2024
Breaking the Black-Box: Confidence-Guided Model Inversion Attack for Distribution Shift Xinhao Liu Yingzhao Jiang Zetao Lin 59 0 0 28 Feb 2024
Reinforced In-Context Black-Box Optimization Lei Song Chenxiao Gao Ke Xue Chenyang Wu Dong Li Haifeng Zhang Zongzhang Zhang Chao Qian 106 4 0 27 Feb 2024
Stopping Bayesian Optimization with Probabilistic Regret Bounds James T. Wilson 77 4 0 26 Feb 2024
FlexHB: a More Efficient and Flexible Framework for Hyperparameter Optimization Yang Zhang Haiyang Wu Yuekui Yang 81 0 0 21 Feb 2024
High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy Lam Ngo Huong Ha Jeffrey Chan Vu-Linh Nguyen Hongyu Zhang 88 2 0 05 Feb 2024
Guidance Graph Optimization for Lifelong Multi-Agent Path Finding Yulun Zhang He Jiang Varun Bhatt Stefanos Nikolaidis Jiaoyang Li 85 10 0 02 Feb 2024
cmaes : A Simple yet Practical Python Library for CMA-ES Masahiro Nomura Masashi Shibata 109 24 0 02 Feb 2024