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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
Minding the Politeness Gap in Cross-cultural Communication Yuka Machino Matthias Hofer Max H. Siegel J. Tenenbaum Robert D. Hawkins 45 0 0 18 Jun 2025
SecFwT: Efficient Privacy-Preserving Fine-Tuning of Large Language Models Using Forward-Only Passes Jinglong Luo Zhuo Zhang Yehong Zhang Shiyu Liu Ye Dong Xun Zhou Hui Wang Yue Yu Zenglin Xu 24 0 0 18 Jun 2025
E-BATS: Efficient Backpropagation-Free Test-Time Adaptation for Speech Foundation Models Jiaheng Dong Hong Jia Soumyajit Chatterjee Abhirup Ghosh James Bailey Ting Dang TTA VLM 29 0 0 08 Jun 2025
Towards Universal Offline Black-Box Optimization via Learning Language Model Embeddings Rong-Xi Tan Ming Chen Ke Xue Yao Wang Yaoyuan Wang Sheng Fu Chao Qian OffRL 37 0 0 08 Jun 2025
AutoQD: Automatic Discovery of Diverse Behaviors with Quality-Diversity Optimization Saeed Hedayatian Stefanos Nikolaidis 24 0 0 05 Jun 2025
Robustness-Aware Tool Selection and Manipulation Planning with Learned Energy-Informed Guidance Yifei Dong Yan Zhang Sylvain Calinon Florian T. Pokorny 37 0 0 03 Jun 2025
SpiceMixer - Netlist-Level Circuit Evolution Stefan Uhlich Andrea Bonetti Arun Venkitaraman Chia-Yu Hsieh Mustafa Emre Gürsoy Ryoga Matsuo Lorenzo Servadei 52 0 0 02 Jun 2025
Improving population size adapting CMA-ES algorithm on step-size blow-up in weakly-structured multimodal functions Chandula Fernando Kushani De Silva 36 0 0 01 Jun 2025
Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering Guangtao Zeng Maohao Shen Delin Chen Zhenting Qi Subhro Das ... David D. Cox G. Wornell Wei Lu Zhang-Wei Hong Chuang Gan 84 0 0 29 May 2025
Enhanced Ideal Objective Vector Estimation for Evolutionary Multi-Objective Optimization Ruihao Zheng Zhenkun Wang Yin Wu Maoguo Gong 31 0 0 28 May 2025
When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks? Eleni Nisioti J. Pedersen Erwan Plantec Milton L. Montero S. Risi OffRL 49 0 0 28 May 2025
Multi-objective Large Language Model Alignment with Hierarchical Experts Zhuo Li Guodong DU Weiyang Guo Yigeng Zhou Xiucheng Li ... Fangming Liu Yequan Wang Deheng Ye Min Zhang Jing Li ALM MoE 91 0 0 27 May 2025
Hybrid Wave-wind System Power Optimisation Using Effective Ensemble Covariance Matrix Adaptation Evolutionary Algorithm Mehdi Neshat N. Sergiienko L. S. Silva Seyedali Mirjalili Amir Gandomi Ossama Abdelkhalik John Boland 21 0 0 27 May 2025
Multi-Objective Covariance Matrix Adaptation MAP-Annealing Shihan Zhao Stefanos Nikolaidis 80 0 0 27 May 2025
Sparse Activation Editing for Reliable Instruction Following in Narratives Runcong Zhao Chengyu Cao Qinglin Zhu Xiucheng Lv Shun Shao Lin Gui Ruifeng Xu Yulan He 72 0 0 22 May 2025
Scalable Importance Sampling in High Dimensions with Low-Rank Mixture Proposals Liam A. Kruse Marc R. Schlichting Mykel J. Kochenderfer 61 0 0 19 May 2025
Unveiling and Steering Connectome Organization with Interpretable Latent Variables Yubin Li Xingyu Liu Guozhang Chen 153 0 0 19 May 2025
Reasoning BO: Enhancing Bayesian Optimization with Long-Context Reasoning Power of LLMs Zhuo Yang Lingli Ge Dong Han Tianfan Fu Yuqiang Li 65 0 0 19 May 2025
Mergenetic: a Simple Evolutionary Model Merging Library Adrian Robert Minut Tommaso Mencattini Andrea Santilli Donato Crisostomi Emanuele Rodolà MoMe 162 0 0 16 May 2025
Model Tensor Planning An T. Le Khai Nguyen Minh Nhat Vu João Carvalho Jan Peters 100 0 0 02 May 2025
Advancing CMA-ES with Learning-Based Cooperative Coevolution for Scalable Optimization Hongshu Guo Wenjie Qiu Zeyuan Ma Wei Wei Jun Zhang Jiawei Liu 100 2 0 24 Apr 2025
A Modularized Design Approach for GelSight Family of Vision-based Tactile Sensors A. Agarwal Mohammad Amin Mirzaee Xiping Sun Wenzhen Yuan 76 0 0 20 Apr 2025
ZIP: An Efficient Zeroth-order Prompt Tuning for Black-box Vision-Language Models Seonghwan Park Jaehyeon Jeong Yongjun Kim Jaeho Lee Namhoon Lee VLM 97 2 0 09 Apr 2025
Grammar-based Ordinary Differential Equation Discovery Karin L. Yu Eleni Chatzi Georgios Kissas 88 0 0 03 Apr 2025
High Dimensional Bayesian Optimization using Lasso Variable Selection Vu Viet Hoang Hung The Tran Sunil R. Gupta Vu Nguyen 185 0 0 02 Apr 2025
Maya: Optimizing Deep Learning Training Workloads using Emulated Virtual Accelerators Srihas Yarlagadda A. Agrawal Elton Pinto Hakesh Darapaneni Mitali Meratwal Shivam Mittal Pranavi Bajjuri Siyang Song Alexey Tumanov 114 0 0 26 Mar 2025
Surrogate Learning in Meta-Black-Box Optimization: A Preliminary Study Zeyuan Ma Zhiyang Huang Jiacheng Chen Zhiguang Cao Yue-Jiao Gong OffRL 119 3 0 23 Mar 2025
Input Specific Neural Networks Asghar A. Jadoon D. Thomas Seidl Reese E. Jones J. Fuhg PINN 85 1 0 01 Mar 2025
Warm Starting of CMA-ES for Contextual Optimization Problems Yuta Sekino Kento Uchida Shinichi Shirakawa 153 0 0 18 Feb 2025
METAFOR: A Hybrid Metaheuristics Software Framework for Single-Objective Continuous Optimization Problems Christian Camacho-Villalón Marco Dorigo Thomas Stützle 49 0 0 16 Feb 2025
Discovery of skill switching criteria for learning agile quadruped locomotion Wanming Yu Fernando Acero Vassil Atanassov Chuanyu Yang Ioannis Havoutis Dimitrios Kanoulas Zhibin Li 91 1 0 10 Feb 2025
Evolving Hard Maximum Cut Instances for Quantum Approximate Optimization Algorithms Shuaiqun Pan Yash J. Patel Aneta Neumann Frank Neumann Thomas Bäck Hao Wang 178 0 0 30 Jan 2025
EvoRL: A GPU-accelerated Framework for Evolutionary Reinforcement Learning Bowen Zheng Ran Cheng Kay Chen Tan 107 0 0 25 Jan 2025
A Novel Structure-Agnostic Multi-Objective Approach for Weight-Sharing Compression in Deep Neural Networks Rasa Khosrowshahli Shahryar Rahnamayan Beatrice Ombuki-Berman MQ 83 1 0 06 Jan 2025
Learning Evolution via Optimization Knowledge Adaptation Chao Wang Licheng Jiao Jiaxuan Zhao Lingling Li Fang Liu Steve Yang 101 1 0 04 Jan 2025
Regression Guided Strategy to Automated Facial Beauty Optimization through Image Synthesis Erik Nguyen Spencer Htin CVBM 80 0 0 03 Jan 2025
AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations? Shouwei Ruan Hanqin Liu Yao Huang Xiaoqi Wang Caixin Kang Hang Su Yinpeng Dong Xingxing Wei VGen 235 0 0 04 Dec 2024
Online Guidance Graph Optimization for Lifelong Multi-Agent Path Finding Hongzhi Zang Yulun Zhang He Jiang Zhe Chen Daniel Harabor Peter Stuckey Jiaoyang Li 144 4 0 25 Nov 2024
FunGrasp: Functional Grasping for Diverse Dexterous Hands Linyi Huang Hui Zhang Zijian Wu Sammy Christen Jie Song 123 0 0 24 Nov 2024
Differentiable GPU-Parallelized Task and Motion Planning William Shen Caelan Reed Garrett Ankit Goyal Ankit Goyal Tucker Hermans Leslie Pack Kaelbling Tomás Lozano-Pérez F. Ramos 303 0 0 18 Nov 2024
Improving User Experience in Preference-Based Optimization of Reward Functions for Assistive Robots N. Dennler Zhonghao Shi Stefanos Nikolaidis Maja J. Matarić 361 0 0 17 Nov 2024
BMP: Bridging the Gap between B-Spline and Movement Primitives Weiran Liao Ge Li Hongyi Zhou Rudolf Lioutikov Gerhard Neumann 111 0 0 15 Nov 2024
Black-Box Forgetting Yusuke Kuwana Yuta Goto Takashi Shibata Go Irie CLL MU VLM 70 0 0 01 Nov 2024
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 307 5 0 01 Nov 2024
Testing the Efficacy of Hyperparameter Optimization Algorithms in Short-Term Load Forecasting Tugrul Cabir Hakyemez Omer Adar 43 2 0 19 Oct 2024
Skill Generalization with Verbs Rachel Ma Lyndon Lam Benjamin A. Spiegel Aditya Ganeshan Roma Patel Ben Abbatematteo D. Paulius Stefanie Tellex George Konidaris LM&Ro 105 2 0 18 Oct 2024
UniDrive: Towards Universal Driving Perception Across Camera Configurations Ye Li Wenzhao Zheng Xiaonan Huang Kurt Keutzer 132 1 0 17 Oct 2024
Offline Model-Based Optimization by Learning to Rank Rong-Xi Tan Ke Xue Shen-Huan Lyu Haopu Shang Yao Wang Yaoyuan Wang Sheng Fu Chao Qian OffRL 137 3 0 15 Oct 2024
Stein Variational Evolution Strategies Cornelius V. Braun Robert T. Lange Marc Toussaint 99 0 0 14 Oct 2024
Utilizing Lyapunov Exponents in designing deep neural networks Tirthankar Mittra 56 0 0 08 Oct 2024