Evolutionary Algorithms

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Period ending 2026-09-21

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  1. ARCO: Adaptive Rubric with Co-Evolution for Multi-Step LLM-Based Agents

    Jun 19, 2026Zihang Tian, Jingsen Zhang, Rui Li +3Rubric-Based Reinforcement LearningRubric Framework

  2. On the Use of Survival Selection Methods for Evolutionary Diversity Optimisation

    Jun 19, 2026Adel Nikfarjam, Jakob Bossek, Aneta Neumann +1Evolutionary SearchDiversity

  3. Synthetic Network Packet Generation through Statistical Learning and Genetic Algorithms

    Jun 18, 2026Mayank Raj, Nathaniel D. Bastian, Lance Fiondella +1Intrusion DetectionGenerative Adversarial Network

  4. Evolutionary Discovery of Developmental Reward Schedules in Deep Reinforcement Learning

    Jun 18, 2026Alan Nadelsticher RuvalcabaDeep Reinforcement LearningSparse Rewards

  5. Process-Reward Tactic Evolution for Long-Horizon Bioinformatics Workflows

    Jun 18, 2026Lingzhi Yang, Yubo Fan, Song Wu +1Workflow Automation and OptimizationEvolution

  6. Increasing Resilience of Continuum Robots via Motion Planning Algorithms

    Jun 18, 2026Oxana Shamilyan, Ievgen Kabin, Zoya Dyka +2Soft RobotsResilience

  7. Marginal Advantage Accumulation for Memory-Driven Agent Self-Evolution

    Jun 18, 2026Mingyu Yang, Keye Zheng, Congchao Cheng +4Batch DistillationOn-Policy Distillation

  8. Evolutionary Two-Stage Hyperparameter Optimization Strategies for Physics-Informed Neural Networks

    Jun 18, 2026Fedor Buzaev, Dmitry Efremenko, Egor Bugaev +4Conventional Physics-Informed Neural NetworksHyperparameter Optimization

  9. Residual-Space Evolutionary Optimization via Flow-based Generative Models

    Jun 18, 2026Zhuo Cao, Lena Krieger, Fernanda Nader +3Diffusion EditingGenerative Models

  10. The Hidden Evolution of Disguised Visual Context inside the VLM

    Jun 18, 2026Wish Suharitdamrong, Tony Alex, Muhammad Awais +1Visual TokensLarge Vision Language Models

  11. Weight Adaptation for Improving Parallel Performance of Adaptive Stochastic Natural Gradient

    Jun 18, 2026Yutaro Yamada, Kento Uchida, Shinichi ShirakawaEvolutionary SearchStochastic Gradient Descent

  12. Recursive Self-Evolving Agents via Held-Out Selection

    Jun 17, 2026Michael Nguyen, Quoc Nguyen, Paul VuongSelf-Evolving AgentsOcean

  13. Human-AI Coevolution Dynamics: A Formal Theory of Social Intelligence Emergence Through Long-Term Interaction

    Jun 17, 2026Jingyi Zhou, Senlin Luo, Haofan ChenHuman-Ai InteractionCollective Intelligence

  14. Model Merging to Evolution: Parameter Space Exploration for Expert Models

    Jun 17, 2026Chao Wang, Yuchen Guo, Zheng Tan +4Continual Model MergingModel Merging

  15. Constraint-aware Optimization in Auto-Tuning

    Jun 17, 2026Floris-Jan Willemsen, Stijn Heldens, Rob V. van Nieuwpoort +1Evolutionary SearchHyperparameter Optimization

  16. EvolveNav: Proactive Preflection and Self-Evolving Memory for Zero-Shot Object Goal Navigation

    Jun 16, 2026Qi Chai, Wenhao Shen, Nanjie Yao +5Vision-Language NavigationSelf-Evolving Agents

  17. On the Reliability of Networks of AI Agents: Density Evolution, Stopping Sets, and Architecture Optimization

    Jun 16, 2026Ehsan Aghazadeh, Hossein Pishro-NikArtificial Intelligence AgentsVerifier

  18. Why SWAVE May Not Be All You Need:A Concept-Evolution Retrospective on Complex-Valued Recurrent Language Models

    Jun 16, 2026Ramprasath Ganesaraja, Swathika N, Sahil Dilip PanseRecurrent ModelNeural Architectures

  19. Evolutionary Algorithms and Multi-Objective Minimum Spanning Trees with Limited Distinct Weight Values

    Jun 16, 2026Narges Tavassoli Kejani, Andrew M. Sutton, Frank NeumannEvolutionary SearchMulti-Objective Optimization

  20. OPD-Evolver: Cultivating Holistic Agent Evolver via On-Policy Distillation

    Jun 16, 2026Guibin Zhang, Xun Xu, Yanwei Yue +4Self-Evolving AgentsUnsupervised On-Policy Self-Distillation

  21. SEAGym: An Evaluation Environment for Self-Evolving LLM Agents

    Jun 16, 2026Congjie Zheng, Chuanyi Xue, Bin Liang +2Self-Evolving AgentsAgent Harness

  22. When Rules Learn: A Self-Evolving Agent for Legal Case Retrieval

    Jun 15, 2026Mingxu Tao, Jiawei Hu, Xian Zhou +5Complex Query AnsweringSelf-Evolution

  23. Evolution & Foundation: AI Shares Creative Control

    Jun 15, 2026Dylan Banarse, Stephen Todd, William Latham +1CreativityAesthetics

  24. Multimodal Evaluator Preference Collapse: Cross-Modal Coupling in Self-Evolving Agents

    Jun 15, 2026Zewen LiuSelf-AssessmentsPairwise Preferences

  25. SkillWiki: A Living Knowledge Infrastructure for Agent Skills

    Jun 15, 2026Dingcheng Huang, Yuda Ding, Bingshuo Liu +8Reusable Agent SkillsWikipedia

  26. REFLEX: Reflective Evolution from LLM Experience

    Jun 15, 2026Pan WangLlm-DrivenMulti-Modal Large Language Models

  27. Effects of Objective Normalization on Regions of Interest in Preference-Based Evolutionary Multi-Objective Optimization

    Jun 15, 2026Ryuichi Mogami, Ryoji TanabeMulti-Objective OptimizationObjective Functions

  28. Runtime Analysis of Cartesian Genetic Programming in Evolving Boolean Functions

    Jun 14, 2026Duc-Cuong Dang, Roman Kalkreuth, Andre OprisGenetic AlgorithmsProgram Analysis

  29. AIChilles: Automatically Uncovering Hidden Weaknesses in AI-Evolved Systems

    Jun 14, 2026Yajie Zhou, Ao Li, Ashwin Silla +2Self-Evolving AgentsWorkload

  30. APEX: Adaptive Principle EXtraction A Three-Layer Self-Evolution Framework for Production AI Agents

    Jun 13, 2026Ya-Chuan Chen, Tien-Jen Lai, Hsiang-Wei HuSelf-Evolving AgentsSelf-Evolution

  31. Large Language Model-Driven Cooperative Operator Ensemble Evolution for Permutation Flow Shop Scheduling

    Jun 13, 2026Rui Xu, Yufan Liao, Haoze Lv +3MetaheuristicsOptimal Scheduling

  32. Comparison Patrols on Drifting Orders: Certified Rank Maintenance, Evolving Planar Maxima, and Selection under Drifting Fitness

    Jun 12, 2026Faruk Alpay, Levent SariogluRankingOrder

  33. Directing Open-Ended Evolution in Artificial Life via Multi-Scale Path Divergence

    Jun 12, 2026Mikhail Akhtyrchenko, Mikhail I. Katsnelson, Andrey UstyuzhaninEvolutionBiological

  34. Genetic Algorithm Based Coordination and Optimization Model for Generation Grid Load Storage in Active Distribution Networks

    Jun 12, 2026Jinlu Zhang, Fujian Chi, Tianhan Ling +4Genetic AlgorithmsCoordination

  35. Retrospective Progress-Aware Self-Refinement for LLM Agent Training

    Jun 12, 2026Xinbei Ma, Congmin Zheng, Jiyang Qiu +10Agentic Reinforcement-Learning FrameworkLarge Language Model Agents

  36. Operator Calculus for Population-Based Optimization: A Mean-Field Convergence Theory

    Jun 12, 2026Pekka Malo, Lauri Viitasaari, Patrik Nummi +3Mean-Field LimitLyapunov Function

  37. HarnessX: A Composable, Adaptive, and Evolvable Agent Harness Foundry

    Jun 12, 2026Tingyang Chen, Shuo Lu, Kang Zhao +11Agent HarnessMulti-Agent Evolution

  38. MeEvo: Metacognitive Evolution Combined with Natural Evolution for Automatic Heuristic Design

    Jun 12, 2026Zishang Qiu, Xinan Chen, Rong Qu +1Evolutionary SearchLlm-Driven

  39. Co-Evolved Spiking Neural Network Ensembles via Marginal Contribution Fitness

    Jun 12, 2026Catherine Rodriquez, James GhawalySpiking Neural NetworksCo-Evolution

  40. Closed-loop discovery of out-of-distribution processing protocols by evolutionary search and uncertainty-aware learning

    Jun 11, 2026Yu Liu, Stanislav Udovenko, Ching-Che Lin +4Data-Driven Materials DiscoveryEvolutionary Search

  41. Zero-Inflated Gaussian Distributions Enable Parameter-Space Sparsity in Estimation-of-Distribution Algorithms

    Jun 11, 2026Andreas Faust, Sven Nitzsche, Juergen BeckerSparsityBlack-Box Optimization

  42. Tuning Agent-Based Predator-Prey Models Toward Lotka-Volterra Dynamics

    Jun 11, 2026Corinna Mandl, Siddharth Chaturvedi, Marcel van GervenAgent-Based ModelPopulation Dynamics

  43. Existence Precedes Value: Joint Modeling of Observational Existence and Evolving States in Time Series Forecasting

    Jun 11, 2026Yifan Hu, Hongzhou Chen, Peiyuan Liu +3Missing DataImputation

  44. Runtime Analysis of the (μ+1)(μ+ 1)-ES in a Homogenous Progress Model

    Jun 11, 2026Johannes Lengler, Raghu Raman RaviEvolutionary SearchOptimization Landscape

  45. Multi-Objective Coevolution of Prompts and Templates for Circuit Approximation

    Jun 11, 2026Martin Tomasovic, Lukas SekaninaEvolutionary SearchCircuits

  46. Weibull Weight-Scale Parameter Evolution under AdamW Training Dynamics

    Jun 11, 2026Tiexin DingAdamModel Weights

  47. Detect, Remask, Repair: Diffusion Editing for Faithful Summarization of Evolving Contexts

    Jun 11, 2026Hao Zou, Zachary Horvitz, Chandhru Karthick +2SummarizationPreservation

  48. ProPlay: Procedural World Models for Self-Evolving LLM Agents

    Jun 11, 2026Yijun Ma, Zehong Wang, Yiyang Li +5Self-Evolving AgentsLarge Language Model Agents

  49. Agent-based models for the evolution of morphological alternation patterns

    Jun 10, 2026Aravinth Kulanthaivelu, Richard SproatMorphologyMultilingual Agents

  50. Evoflux: Inference-Time Evolution of Executable Tool Workflows for Compact Agents

    Jun 10, 2026Kushal Raj Bhandari, Ling Yue, Ching-Yun Ko +4Multi-Turn Tool-Use AgentLarge Language Model Planning

  51. SPEA2+^+: Improved Density Estimation in SPEA2 with Provable Runtime Guarantees

    Jun 10, 2026Duc-Cuong Dang, Andre Opris, Dirk SudholtEvolutionary SearchMulti-Objective Optimization

  52. Mathematical perspective on genetic algorithms with optimization guided operators

    Jun 10, 2026Anna Brandenberger, Ilan Doron-Arad, Elchanan MosselGenetic AlgorithmsMathematics

  53. Rule Taxonomy and Evolution in AI IDEs: A Mining and Survey Study

    Jun 10, 2026Guangzong Cai, Ruiyin Li, Peng Liang +2Code QualityTaxonomy

  54. Hybrid Open-Ended Tri-Evolution Makes Better Deep Researcher

    Jun 10, 2026Hongming Piao, Chi Liu, Mengzhuo Chen +5Deep ResearchSelf-Evolving Agents

  55. Net-Ev2^2: A Generative Simulator for Network Event Evolution

    Jun 10, 2026Guangyu Wang, Zhaonan WangMicroscopic Traffic SimulationsLane Geometry

  56. Why does AI unlock new possibilities in STEM education? A Bibliometric Analysis of Trends and Future Agenda

    Jun 10, 2026Jesse Yusuf Chan, Mengyao Chen, Yang Hong +3Real Datacite DoisTransmission Electron Microscopy

  57. Agent Skill Evaluation and Evolution: Frameworks and Benchmarks

    Jun 9, 2026Kexin Ding, Yang Zhou, Can Jin +3Skill EvolutionAgentic Evaluations

  58. EEVEE: Towards Test-time Prompt Learning in the Real World for Self-Improving Agents

    Jun 9, 2026Weixian Xu, Shilong Liu, Mengdi WangLarge Language Model AgentsCo-Evolution

  59. Generation of Diverse and Functional Robot Designs using Superquadrics Parametrisation and Quality-Diversity

    Jun 9, 2026Leni Le Goff, Simon Smith, Emma HartSuperquadricsMotion Generation

  60. Role-Agent: Bootstrapping LLM Agents via Dual-Role Evolution

    Jun 9, 2026Xucong Wang, Ziyu Ma, Shidong Yang +4Large Language Model AgentsSelf-Evolving Agents