Experience

Ask about this field

Recent momentum

emerging

0 papers in the last 28 days · 0.0% of indexed attention

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

Weekly history

Recent digests

What was published in this field, kept on the site without email delivery.

Period ending 2026-09-21

20 new papers

A weekly snapshot of new work published in Experience.

Period ending 2026-09-14

9 new papers

A weekly snapshot of new work published in Experience.

Period ending 2026-09-07

9 new papers

A weekly snapshot of new work published in Experience.

Inside this field

Focused directions

458 papers

Latest in Experience

Browse all topics →
CardsList

  1. Leveraging Human Feedback for Semantically-Relevant Skill Discovery

    Apr 27, 2026Maxence Hussonnois, Thommen George Karimpanal, Santu RanaUnsupervised Skill DiscoveryHuman-To-Robot Transfer

  2. From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills

    Apr 27, 2026Qiliang Liang, Hansi Wang, Zhong Liang +1Agent Skill Ecosystems

  3. ClawTrace: Cost-Aware Tracing for LLM Agent Skill Distillation

    Apr 26, 2026Boqin Yuan, Yue Su, Renchu Song +2Reusable Agent SkillsAction Traces

  4. Evolve: A Persistent Knowledge Lifecycle for Small Language Models

    Apr 25, 2026Dikran HovagimianLarge Language Model MemoryRetrievers

  5. Beyond Local vs. External: A Game-Theoretic Framework for Trustworthy Knowledge Acquisition

    Apr 25, 2026Rujing Yao, Yufei Shi, Yang Wu +5Large Language Model ServingProcedural Knowledge

  6. AI-Assisted Code Review as a Scaffold for Code Quality and Self-Regulated Learning: An Experience Report

    Apr 25, 2026Eduardo Oliveira, Michael Fu, Patanamon Thongtanunam +2Code QualityArtificial Intelligence Reviewers

  7. LLM-assisted sentiment analysis for integrated computational and qualitative mixed methods education research: A case study of students' written reflection assignments

    Apr 24, 2026Xiomara Gonzalez, Gabriella Coloyan Fleming, Andrew Katz +2Qualitative ResearchSentiment Analysis

  8. Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks

    Apr 22, 2026Xiyang Wu, Zongxia Li, Guangyao Shi +5Skill EvolutionAgent Skill Ecosystems

  9. MedSkillAudit: A Domain-Specific Audit Framework for Medical Research Agent Skills

    Apr 22, 2026Yingyong Hou, Xinyuan Lao, Huimei Wang +10SkillauditInter-Rater Variability

  10. Lever: Inference-Time Policy Reuse under Support Constraints

    Apr 22, 2026Ihor Vitenko, Noha Ibrahim, Sihem Amer-YahiaInference-Time ControlReuse

  11. SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks

    Apr 22, 2026Shanshan Zhong, Yi Lu, Jingjie Ning +7Agent Skill EcosystemsLarge Language Model Agents

  12. AgenticRecTune: Multi-Agent with Self-Evolving Skillhub for Recommendation System Optimization

    Apr 21, 2026Xidong Wu, Yue Zhuan, Ruoqiao Wei +7Large-Scale Recommendation SystemsAgentic Optimization

  13. State Transfer Reveals Reuse in Controlled Routing

    Apr 20, 2026Yanzhen Lu, Zhicheng Qian, Muchen Jiang +1One-Shot RoutingCross-Task Knowledge Transfer

  14. GraSP: Graph-Structured Skill Compositions for LLM Agents

    Apr 20, 2026Tianle Xia, Lingxiang Hu, Yiding Sun +5Skill EvolutionLarge Language Model Agents

  15. Toward Reusability of AI Models Using Dynamic Updates of AI Documentation

    Apr 19, 2026Peter Bajcsy, Walid KeyrouzArtificial Intelligence ModelsArtificial Intelligence Evaluation

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

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

  17. AutoPKG: An Automated Framework for Dynamic E-commerce Product-Attribute Knowledge Graph Construction

    Apr 18, 2026Pollawat Hongwimol, Haoning Shang, Chutong Wang +6Knowledge GraphsE-Commerce

  18. Skilldex: A Package Manager and Registry for Agent Skill Packages with Hierarchical Scope-Based Distribution

    Apr 18, 2026Sampriti Saha, Pranav HemanthAgent Skill EcosystemsCode Quality

  19. Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents

    Apr 17, 2026Xing Zhang, Guanghui Wang, Yanwei Cui +4Large Language Model AgentsAgent Memory

  20. Switch: Learning Agile Skills Switching for Humanoid Robots

    Apr 16, 2026Yuen-Fui Lau, Qihan Zhao, Yinhuai Wang +4Human-To-Robot TransferSkill Evolution

  21. Don't Retrieve, Navigate: Distilling Enterprise Knowledge into Navigable Agent Skills for QA and RAG

    Apr 16, 2026Yiqun Sun, Pengfei Wei, Lawrence B. HsiehReusable Agent SkillsText Corpora

  22. WebXSkill: Skill Learning for Autonomous Web Agents

    Apr 14, 2026Zhaoyang Wang, Qianhui Wu, Xuchao Zhang +12Reusable Agent SkillsWeb Agents

  23. Continuous Knowledge Metabolism: Generating Scientific Hypotheses from Evolving Literature

    Apr 14, 2026Jinkai Tao, Yubo Wang, Xiaoyu Liu +1Hypothesis GenerationScientific Discovery

  24. Retrieval-Augmented LLM Agents: Learning to Learn from Experience

    Mar 18, 2026Thomas Palmeira Ferraz, Romain Deffayet, Vassilina Nikoulina +2Agentic Reinforcement-Learning FrameworkLarge Language Model Agents

  25. Complementary RL: Towards Efficient Experience-Driven Agent Learning

    Mar 18, 2026Dilxat Muhtar, Jiashun Liu, Wei Gao +8Agentic Reinforcement-Learning FrameworkExperience

  26. Online Experiential Learning for Language Models

    Mar 17, 2026Tianzhu Ye, Li Dong, Qingxiu Dong +3Experience-Driven Learning

  27. ASDA: Automated Skill Distillation and Adaptation for Financial Reasoning

    Mar 17, 2026Tik Yu Yim, Wenting Tan, Sum Yee Chan +2Large Language Model AdaptationUnsupervised Skill Discovery

  28. XSkill: Continual Learning from Experience and Skills in Multimodal Agents

    Mar 12, 2026Guanyu Jiang, Zhaochen Su, Xiaoye Qu +1Multimodal AgentsReusable Skills

  29. Reinforcing the World's Edge: A Continual Learning Problem in the Multi-Agent-World Boundary

    Mar 6, 2026Dane MalenfantMulti-Agent Reinforcement LearningContinual Learning Methods

  30. Evolving Programmatic Skill Networks

    Jan 7, 2026Haochen Shi, Xingdi Yuan, Bang LiuUnsupervised Skill DiscoveryAgentic Reinforcement-Learning Framework

  31. Learning Semantic Atomic Skills for Multi-Task Robotic Manipulation

    Dec 20, 2025Yihang Zhu, Weiqing Wang, Shijie Wu +2Generalizable Robotic ManipulationsImitation Learning

  32. The Ratchet Effect in Silico: How Interaction Drives Cumulative Intelligence in Large Language Models

    Jul 25, 2025Ren ZhuangProcedural KnowledgeCultural Knowledge

  33. Business as Rulesual: A Benchmark and Framework for Business Rule Flow Modeling with LLMs

    May 24, 2025Chen Yang, Ruping Xu, Ruizhe Li +2Business ProcessesRegulation

  34. FLAME: A New Dataset on FLemish Accounts of Momentary Experiences

    Apr 20, 2025Ratna Kandala, Niels Vanhasbroeck, Katie HoemannNatural Language ProcessingLuxembourgish

  35. CoSkill: Joint Reinforcement Learning of Reasoning and Meta-Skill Agents for Hierarchical Skill Evolution

    Date pendingJinyuan Feng, Dongmin Li, Yiqun Chen +4Skill EvolutionReusable Agent Skills

  36. Right Family, Wrong Skill: Evaluating Risk Exposure in Agent Skill Retrieval

    Date pendingJiandong Ding, Honglei Ji, Ming Liu +1Agent Skill EcosystemsAgentic Benchmarks

  37. EvoHarnessBench: Can Your Agents Keep Pace with an Evolving Harness?

    Date pendingZixuan Ke, Vaidehi Patil, Haizhou Shi +9Agent HarnessLlm-Based Agent

  38. Evaluating Memory Structure in LLM Agents

    Date pendingAlina Shutova, Alexandra Olenina, Ivan Vinogradov +1Agent MemoryLong-Term Memory

  39. VLA-Precision: Asymmetric Co-Bootstrapping for Efficient Real-World Online RL of Vision-Language-Action Models

    Date pendingChenyu Su, Zhaolong Shen, Yuan Qian +8Pretrained Vision-Language-ActionVision-Language-Action Models