Evolution

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37 papers in the last 28 days · 0.6% of indexed attention

Twelve weeks of publication activity for this topic as it is defined today.

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Self-Evolving AgentsEvolutionary SearchSelf-EvolutionAlphaevolveCo-EvolutionGenetic AlgorithmsEvolvingMulti-Agent Evolution

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Period ending 2026-09-21

13 new papers

A weekly snapshot of new work published in Evolution.

Period ending 2026-09-14

8 new papers

A weekly snapshot of new work published in Evolution.

Period ending 2026-09-07

6 new papers

A weekly snapshot of new work published in Evolution.

247 papers

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  1. Evolutionary Extreme Learning Machine of ab-initio Energy Landscapes for Crystal Structure Prediction using Manta Ray Optimization with Levy Flight

    May 16, 2026Adrian Rubio-SolisEvolutionParticle Swarm Optimization

  2. Lamarckian Inheritance in Dynamic Environments: How Key Variables Affect Evolutionary Dynamics

    May 15, 2026K. Ege de Bruin, Kyrre Glette, Kai Olav EllefsenScalable Robot LearningEvolution

  3. EVA-0: Test-Time Model Evolution with Only Two Forward Passes per Sample

    May 15, 2026Guohao Chen, Shuaicheng Niu, Geng Li +4Single Forward PassBackpropagation

  4. Gradient-Free Training of Spiking Neural Networks via Low-Rank Evolution Strategies

    May 14, 2026Dhruv Patankar, Sachit Ramesha GowdaSpiking Neural NetworksNeuromorphic Hardware

  5. Harnessing Agentic Evolution

    May 13, 2026Jiayi Zhang, Yongfeng Gu, Jianhao Ruan +10Self-Evolving AgentsEvolution

  6. Taming the Long Tail: Rebalancing Adversarial Training via Adaptive Perturbation

    May 13, 2026Lilin Zhang, Yimo Guo, Yue Li +2Adversarial TransferabilityAdversarial Training

  7. Sparse Mixture-of-Experts Routing in Visual Diffusion Transformers:Diagnosis, Boundary Calibration and Evolutionary Roadmap from Routing Collapse to Selective Deadlock

    May 12, 2026Haiying ShaMixture-of-Experts ModelsMultimodal Diffusion Transformers

  8. Chronicles-OCR: A Cross-Temporal Perception Benchmark for the Evolutionary Trajectory of Chinese Characters

    May 12, 2026Gengluo Li, Shangpin Peng, Xingyu Wan +16Optical Character RecognitionDeepseek-Ocr

  9. EvoNav: Evolutionary Reward Function Design for Robot Navigation with Large Language Models

    May 12, 2026Zhikai Zhao, Chuanbo Hua, Federico Berto +4Robot PoliciesEvolution

  10. Evolutionary Task Discovery: Advancing Reasoning Frontiers via Skill Composition and Complexity Scaling

    May 12, 2026Liqin Ye, Yanbin Yin, Michael Galarnyk +3Large Language Model ReasoningCurriculum Reinforcement Learning

  11. Decomposing Evolutionary Mixture-of-LoRA Architectures: The Routing Lever, the Lifecycle Penalty, and a Substrate-Conditional Boundary

    May 11, 2026Ramchand KumaresanEvolutionAdaptive Routing

  12. GESR: A Genetic Programming-Based Symbolic Regression Method with Gene Editing

    May 11, 2026Yanjie Li, Liping Zhang, Min Wu +6Symbolic RegressionGenetic Algorithms

  13. Teacher-Aware Evolution of Heuristic Programs from Learned Optimization Policies

    May 11, 2026Minyu Chen, Song Qin, Ling-I Wu +2HeuristicsEvolutionary Search

  14. HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution

    May 11, 2026Dongming Jiang, Yi Li, Guanpeng Li +2Agent MemoryAgentic Retrieval

  15. Lost in Translation? Exploring the Shift in Grammatical Gender from Latin to Occitan

    May 9, 2026Ahan Chatterjee, Matthias Schöffel, Matthias Aßenmacher +2GrammaticalityLatin

  16. Internal vs. External: Comparing Deliberation and Evolution for Multi-Agent Constitutional Design

    May 9, 2026Hershraj Niranjani, Ujwal Kumar, Phan Xuan TanDeliberationMulti-Agent Systems

  17. Breaking the Impasse: Dual-Scale Evolutionary Policy Training for Social Language Agents

    May 9, 2026Minzheng Wang, Run Luo, Yanbo Wang +6Evolution

  18. Uneven Evolution of Cognition Across Generations of Generative AI Models

    May 7, 2026Isaac Galatzer-Levy, Daniel McDuff, Xin Liu +1Generative Artificial IntelligenceCognitive Science

  19. Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning

    May 7, 2026Yaorui Shi, Yuxin Chen, Zhengxi Lu +6Skill EvolutionAgentic Reinforcement-Learning Framework

  20. Navigating by Old Maps: The Pitfalls of Static Mechanistic Localization in LLM Post-Training

    May 7, 2026Hang Chen, Jiaying Zhu, Hongyang Chen +3Large Language Model Post-TrainingCatastrophic Forgetting

  21. From Storage to Experience: A Survey on the Evolution of LLM Agent Memory Mechanisms

    May 7, 2026Jinghao Luo, Yuchen Tian, Chuxue Cao +6Agent MemoryExperience

  22. Direct From Darwin: Deriving Advanced Optimizers From Evolutionary First Principles

    May 6, 2026Daniel GrimmerEvolutionary SearchEvolution

  23. Distribution-Free Pretraining of Classification Losses via Evolutionary Dynamics

    May 5, 2026Meng Xiang, Yan PeiCross-Entropy LossesLoss Function

  24. Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL

    May 5, 2026Le Zhou, Feng Yao, Fengcai Qiao +3Text-To-SqlSql

  25. Information-geometric adaptive sampling for graph diffusion

    Apr 30, 2026Yuhui Lu, Wenjing Liu, Kun ZhanDiffusion SamplingAdaptive Sampling

  26. Towards A Generative Protein Evolution Machine with DPLM-Evo

    Apr 30, 2026Xinyou Wang, Liang Hong, Jiasheng Ye +4Protein DesignEvolution

  27. Visual Generation in the New Era: An Evolution from Atomic Mapping to Agentic World Modeling

    Apr 30, 2026Keming Wu, Zuhao Yang, Kaichen Zhang +24Visual GenerationLarge-Scale Video Generation Models

  28. Machine Collective Intelligence for Explainable Scientific Discovery

    Apr 30, 2026Gyoung S. Na, Chanyoung ParkArtificial Intelligence ScientistsScientific Discovery

  29. Learning Rate Engineering: From Coarse Single Parameter to Layered Evolution

    Apr 30, 2026Ming-Hong Yao, Di Wang, Jian Cui +5Learning RatesStochastic Gradient Descent

  30. Population Dynamics in ARIEL Robotics Systems Featuring Embodied Evolution via Spatial Mating Mechanisms

    Apr 29, 2026Victoria Peterson, Akshat Srivastava, Raghav PrabhakarPopulation DynamicsEvolution

  31. Evolutionary feature selection for spiking neural network pattern classifiers

    Apr 29, 2026Michal Valko, Nuno C. Marques, Marco CastelaniSpiking Neural NetworksNeural Network

  32. Fundamental Physics, Existential Risks and Human Futures

    Apr 29, 2026Adrian KentEvolution

  33. MedSynapse-V: Bridging Visual Perception and Clinical Intuition via Latent Memory Evolution

    Apr 29, 2026Chunzheng Zhu, Jiaqi Zeng, Junyu Jiang +2Anatomical PriorsLong-Term Memory

  34. OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction

    Apr 28, 2026Junxing Hu, Tianlong Li, Lei Yu +1Multi-Agent SystemsScalability

  35. Escher-Loop: Mutual Evolution by Closed-Loop Self-Referential Optimization

    Apr 25, 2026Ziyang Liu, Xinyan Guo, Xuchen Wei +2Self-EvolutionLoop

  36. CharTide: Data-Centric Chart-to-Code Generation via Tri-Perspective Tuning and Inquiry-Driven Evolution

    Apr 24, 2026Xiangxi Zheng, Kuang He, Jiayi Hu +6Code GenerationVision-Language

  37. L-System Genetic Encoding for Scalable Neural Network Evolution: A Comparison with Direct Matrix Encoding

    Apr 23, 2026Alexander Stuy, Nodin WeddingtonNeural NetworkEvolution

  38. Convergent Evolution: How Different Language Models Learn Similar Number Representations

    Apr 22, 2026Deqing Fu, Tianyi Zhou, Mikhail Belkin +2Co-OccurrenceRecurrent Neural Networks

  39. Neutrally Evolving Interlocking Complexity in the Quandary Den

    Apr 20, 2026Andrew WalshBiologicalSelf-Organization

  40. Boltzmann Machine Learning with a Parallel, Persistent Markov chain Monte Carlo method for Estimating Evolutionary Fields and Couplings from a Protein Multiple Sequence Alignment

    Apr 20, 2026Sanzo MiyazawaProtein Data BankMarkov Chain Monte Carlo

  41. Evolutionary Negative Module Pruning for Better LoRA Merging

    Apr 20, 2026Anda Cao, Zhuo Gou, Yi Wang +5Low-Rank AdaptationHeterogeneous Pruning Scores

  42. Evolutionary fine tuning of quantized convolution-based deep learning models

    Apr 19, 2026Marcin PietrońQuantizationDeep Learning

  43. SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents

    Apr 19, 2026Ziao Zhang, Kou Shi, Shiting Huang +13Unsupervised Skill DiscoveryAgentic Benchmarks

  44. EvoComp: Learning Visual Token Compression for Multimodal Large Language Models via Semantic-Guided Evolutionary Labeling

    Apr 18, 2026Jiafei Song, Fengwei Zhou, Jin Qu +7Token CompressionSoft-Label

  45. Limits of Lamarckian Evolution Under Pressure of Morphological Novelty

    Apr 17, 2026Jed R Muff, Karine Miras, A. E. EibenEvolutionDiversity

  46. Evolution of Lane-Changing Behavior in Mixed Traffic: A Quantum Game Theory Approach

    Apr 17, 2026Sungyong Chung, Tina Radvand, Alireza TalebpourAutonomous DrivingEvolution

  47. From Procedural Skills to Strategy Genes: Towards Experience-Driven Test-Time Evolution

    Apr 16, 2026Junjie Wang, Yiming Ren, Haoyang ZhangAlphaevolveEvolution

  48. Autonomous Evolution of EDA Tools: Multi-Agent Self-Evolved ABC

    Apr 16, 2026Cunxi Yu, Haoxing RenElectronic Design AutomationSelf-Evolution

  49. CoTEvol: Self-Evolving Chain-of-Thoughts for Data Synthesis in Mathematical Reasoning

    Apr 16, 2026Zhuo Wang, Zhuo Zhang, Yafu Li +3Mathematical ReasoningLarge Language Model Reasoning

  50. CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

    Apr 2, 2026Ao Qu, Han Zheng, Zijian Zhou +14Multi-Agent EvolutionEvolution

  51. Accelerating Masked Image Generation by Learning Controlled Latent Dynamics

    Feb 27, 2026Kaiwen Zhu, Quansheng Zeng, Yuandong Pu +9Large-Scale Image GenerationMasked Diffusion Language Models

  52. MAPLE: Metadata Augmented Private Language Evolution

    Feb 26, 2026Eli Chien, Yuzheng Hu, Ryan McKenna +3Synthetic DataAlphaevolve

  53. Evolutionary design of thermodynamic logic gates and their heat emission

    Feb 13, 2026Stephen WhitelamThermodynamicsGenetic Algorithms

  54. Central Dogma Transformer II: An AI Microscope for Understanding Cellular Regulatory Mechanisms

    Feb 9, 2026Nobuyuki OtaGene-Regulatory NetworksRegulation

  55. TRACE: Trajectory Recovery for Continuous Mechanism Evolution in Causal Representation Learning

    Jan 29, 2026Shicheng Fan, Kun Zhang, Lu ChengCausal Representation LearningInteraction Trajectories

  56. Online Regime-aware Calibration for Black-box Social Simulators via Posterior-assisted Evolutionary Dynamic Optimization

    Jan 27, 2026Peng Yang, Zhenhua Yang, Boquan Jiang +3Evolutionary SearchEvolution

  57. An Evolutionary Framework for Automatic Optimization Benchmark Generation via Large Language Models

    Jan 19, 2026Yuhiro Ono, Tomohiro Harada, Yukiya MiuraEvolutionary SearchEvolution

  58. To Retrieve or To Think? Cross-Boundary Context Evolution for Multi-hop Complex Reasoning

    Jan 13, 2026Rubing Chen, Jian Wang, Wenjie Li +2Multi-Hop ReasoningEvolution

  59. Feature weighting for data analysis via evolutionary simulation

    Nov 9, 2025Aris Daniilidis, Alberto Domínguez Corella, Philipp WissgottMulti-Objective OptimizationWeighted

  60. Illuminating the Three Dogmas of Reinforcement Learning under Evolutionary Light

    Jul 15, 2025Mani Hamidi, Terrence W. DeaconSelf-Evolving AgentsAgentic Control