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Period ending 2026-09-21

20 new papers

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Period ending 2026-09-14

9 new papers

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Period ending 2026-09-07

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  1. Making Agents More Consistent: Skills Should Form Habits for Repeat Tasks

    Sep 21, 2026Travis Weber, Rohit TanejaReusable Agent Skills

  2. Brain-Inspired Hierarchical Modularity for General Continual Learning

    Sep 21, 2026Hongwei Yan, Kanglei Zhou, Qi Cheng +7Efficient Continual LearningExperience-Driven Learning

  3. Learning and Transferring Closed-Loop Robot Software

    Sep 17, 2026So Kuroki, Yujin TangRobot PoliciesRobot Systems

  4. FINSKILLOPS: A Self-Evolving Multi-Agent System for SEC Filing QA

    Sep 17, 2026Yanzhang Ma, Zhenghan Tai, Hanwei Wu +25Finance DomainSkillaudit

  5. DataCanvas-EDU: An Agentic Framework for Instructor-Guided Synthetic Data Generation in Business Analytics Education

    Sep 17, 2026Bang An, Maria Hamdani, Joseph FoxSynthetic DataReusable Agent Skills

  6. From Parameters to Behaviors: A Survey of Model Fusion for Large Language Models

    Sep 17, 2026Shuo Cai, Yanggan Gu, Zihao Wang +8Temporal Fusion TransformerReuse

  7. Continual Enterprise World Model Discovery in Dynamic Systems

    Sep 17, 2026Shambhavi Mishra, David Vazquez, Perouz Taslakian +3Enterprise SystemsWorld Models

  8. EconSkills: Studying Skill Transfer and Retrieval for Web Agents on Live Economic Data

    Sep 17, 2026Yinzhu Quan, Zefang LiuReusable SkillsEconomies

  9. M-SQE: Multilingual Skill Quality Estimation for Enhancing Language Equality in Agentic Skill Use

    Sep 16, 2026Yilun Liu, Shimin Tao, Minggui He +9Reusable Agent SkillsMultilingual Agents

  10. Emotion Experience, Expression, and Perception: Emotion Analysis on Multimodal Social Media Posts

    Sep 16, 2026Christopher Bagdon, Carina Silberer, Roman KlingerEmotion RecognitionSocial Media

  11. GraphPoint: Semantic Entity Graphs and Point Trajectories for Compositional Robot Manipulation

    Sep 16, 2026Kang Luo, Hesheng WangInteraction TrajectoriesLong-Horizon Tasks

  12. Rollback the World, Keep the Reflection: Rollback-Induced Reflection for Long-Horizon LLM Agents

    Sep 16, 2026Yi Yu, Liuyi Yao, Yaliang Li +2Long-Horizon AgentsRollback

  13. DSD: Learning Diverse and Reusable Motor Skills via Diffusion Skill Discovery

    Sep 15, 2026Sun Woo Kim, Xue Bin PengUnsupervised Skill DiscoveryMotor Skills

  14. Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents

    Sep 15, 2026Bofan Chen, Boxuan Zhang, Fei Tang +7Graphical User Interface AgentsGraphical User Interface

  15. After the Party: Growth, Governance, and Security Scanning in the OpenClaw Agent Skill Ecosystem

    Sep 15, 2026Yunpeng Xiong, Ting ZhangOpenclawReusable Agent Skills

  16. Shared-Prefix KV Reuse Across Standard LoRA Adapters: Quality and Serving Tradeoffs

    Sep 15, 2026Dushyant RajputKey-Value CacheLow-Rank Adaptation Adapters

  17. Learning to Coach for Experiential Learning

    Sep 14, 2026Guanheng Chen, Tianzhu Ye, Li Dong +3Experience-Driven LearningCurriculum Reinforcement Learning

  18. RESKILL: Explicit Failure Attribution and Structured Repair for Interactive Language Agents

    Sep 14, 2026Mengyi Deng, Xin Li, Duyi Pan +4Multilingual AgentsReusable Skills

  19. SkillLift: Learning Dense Rubrics from Sparse Oracles for Efficient Skill Evolution

    Sep 14, 2026Haoxiang Kang, Ming WenSkill EvolutionAgentic Reinforcement-Learning Framework

  20. EMR: Self-Evolving Medical Multi-Agent System via Experience Mining and Reuse

    Sep 14, 2026Dongsheng Shi, Yue Li, Xin Yi +1Clinical ReasoningMulti-Agent Systems

  21. LifeMem: Enabling Lifelong Experience Reuse for LLM Agents

    Sep 14, 2026Yuli Qiu, Yutong Li, Wei Su +5Agent MemoryLarge Language Model Agents

  22. Embodied-BenchForge: A Closed-Loop Agentic Workflow for Embodied Benchmark Construction

    Sep 14, 2026Baoyang Jiang, Fengchun Zhang, Leyuan Wang +9Embodied AgentsAgentic Workflows

  23. COBRA-Skills: Contextual Bandit-Guided Evolution for Agent Skill Optimization

    Sep 12, 2026Pingchen Lu, Xiangyi Wang, Xiang Li +6Skill EvolutionAgent Skill Ecosystems

  24. Assessing the Reusability of Public Speech Resources for Low-Resource Languages: A Central Kurdish Case Study

    Sep 11, 2026Hiwa AsadpourLibrispeechLow-Resource Languages

  25. Subagents vs Agent Skills: Executing Reusable Knowledge for Long-Horizon Agentic Tasks

    Sep 10, 2026Wasu Top Piriyakulkij, Rachel Lawrence, Alicia Curth +2Reusable Agent SkillsLong-Horizon Agents

  26. Gradland: On Phenomenal Experience, Differentiated Across Many Dimensions

    Sep 10, 2026David BalduzziJacobianExperience

  27. Project Qualia: Recovering Experiential Music Structure from Session Co-occurrence Data

    Sep 9, 2026Nizam Mohammed, Abu B. S. Rahman, Dimuthu D. K. ArachchigeMusic UnderstandingSheet Music

  28. Storage-Scalable Progressive Semantic Communication via Knowledge-Base Reuse

    Sep 9, 2026Heng Zhu, Ye Liu, Kun Zhu +1Extreme Low-Bit QuantizationSemantic Communications

  29. Procedural Memory Under Change: Reuse and Interference in Controlled Web Tasks

    Sep 9, 2026Yanze CaoProcedural KnowledgeInterference

  30. The Living Library: Transforming Archival Collections into Conversational Knowledge Systems -- Lessons from the Theodore Roosevelt Presidential Library

    Sep 8, 2026Pengce Wang, Lucia Ronchi Darre, Matt Briney +8Experience

  31. Procedural Graphs: Self-Evolving Execution Structures for LLM Agents

    Sep 8, 2026Yuxing Lu, Yicheng Chen, Shanchan Wu +1Procedural KnowledgeSelf-Evolving Agents

  32. SkillAdam: Stable and Efficient Skill Evolution for Agents

    Sep 8, 2026Gaoyuan Li, Meihao Fan, Yizhe Liu +7Skill EvolutionAgentic Reinforcement-Learning Framework

  33. Dreaming in Flow: Generative Grounding Feedback for Self-Evolving Unified Multimodal Models

    Sep 8, 2026Ke Hao, Yuanzhi Liang, Tingxi Chen +5Unified Multimodal ModelsLarge-Scale Video Generation Models

  34. SE-GoS: Self-Evolving Graph-of-Skills for Skill Library at Scale

    Sep 8, 2026Dawei Fu, Cheng Jiang, Sitian Qian +2Skill EvolutionLarge Language Model Agents

  35. Efficient Exploration Is Enough

    Sep 7, 2026Mikel Malagón, Jon Vadillo, Josu Ceberio +2Efficient ExplorationSelf-Evolving Agents

  36. AgentLeak: Cloning Stronger LLM Agent Capabilities onto Weaker Agents Beyond Skill Stealing

    Sep 7, 2026Xiaoting Lyu, Yuhong Wu, Yufei Han +6Language Model Evasion AttacksLarge Language Model Agents

  37. Beyond Endpoint Scores: Time- and Capacity-Conditioned Evaluation of Continual Knowledge Updating

    Sep 3, 2026Heejin ChoiUpdatesTask-Aware Evaluation Framework

  38. LLMs Learn Better In-Context from Rules than from Examples

    Sep 2, 2026Xiang Fu, Seungmin Cho, Yukyung Lee +1In-Context LearningIn-Context

  39. A Universal Context-Reuse Layer for Cross-Model KV Sharing

    Aug 31, 2026Yi Li, Dongming Jiang, Yi Zhao +1Kv-Cache BlocksKey-Value

  40. SkillZip Pro: Execution-Aware Dynamic Compression of Progressively Loaded Skills for Self-Evolving Agents

    Aug 31, 2026Xiaofan Bai, Chao Liu, Hongqiang Lin +5Context CompressionUnsupervised Skill Discovery

  41. PRACTICE: From Experience to Expertise in Self-Evolving Embodied Agents

    Aug 31, 2026Ziyi Bai, Siqi Li, Tinglei Huang +1Embodied AgentsAgentic Reinforcement-Learning Framework

  42. EvoSkill Injection: Red-Teaming Autonomous Skill Generation and Evolution in Self-Evolving Agents

    Aug 31, 2026Doyun Kim, Chanwoo Kim, Sugyeong Eo +2Skill EvolutionSelf-Evolving Agents

  43. Scientific Agent Skills: A Library of Procedural Knowledge for Research Agents

    Aug 30, 2026Timothy Kassis, Vinayak Agarwal, Yuhuan He +2Reusable Agent SkillsScientific Workflows

  44. pro-team at LLMs4OL 2026 Tasks Flagship and Reuse: Retrieval-Augmented Generation and Vocabulary-Constrained Filtering for Ontology Learning

    Aug 27, 2026Shivam Mishra, Dhannu Ram Meena, Muneendra Ojha +2OntologyTaxonomy

  45. TRACE: A Self-Evolving Skill Bank for Consistent, Limit-Aware LLM Agents

    Aug 24, 2026Wenhao Wu, Menghao Zhang, Xin Wang +3Large Language Model AgentsSkill Evolution

  46. Who Delegates to AI? Evidence from Agent Configurations in Github

    Aug 19, 2026Hyeongjae Lee, Jihyang Cheon, Lanu KimDelegationAgent Skill Ecosystems

  47. Admission Without Answers: Label-Free Certification and Experience Learning for LLM-Based Optimization Modeling

    Aug 16, 2026Junbo Jacob Lian, Huiling Chen, Hanzhang Qin +1AdmissibilityLabel-Free

  48. Evo-Harness: Context-to-Harness Skill Compilation for Self-Evolving Agents

    Aug 15, 2026Tianxin Wei, Zhan Shi, Minhua Lin +14Self-Evolving AgentsLarge Language Model Agents

  49. Mind the Context: Continual Learning of Socially Appropriate Robot Actions via Environmental-Social Disentanglement

    Aug 13, 2026Rafal Robert Karpinski, Fethiye Irmak Dogan, Nikhil Churamani +4Scalable Robot LearningRobot Systems

  50. Beyond Final Scores: A Systematic Evaluation of Agents for Long-Horizon AI Research and Development

    Aug 13, 2026Yiwei Li, Wanli Yang, Hexiang Tan +10Long-Horizon AgentsLong-Horizon Tasks

  51. SkillShapley: Boundary-Adaptive Shapley Valuation for Skill Step Attribution in LLM Agents

    Aug 13, 2026Chang Liu, Yuqi Zhang, Yiman Zhong +3Agent Skill EcosystemsLarge Language Model Agents

  52. SkillEvo: Self-Renewing Evolution Gradients from Multi-Turn Interaction Feedback

    Aug 13, 2026Qianxi Yan, Chunrong Chen, Jiuzhou Zhao +3Skill EvolutionSkillaudit

  53. Practice Makes Unsafe: Skill Misevolution in Self-Improving LLM Agents

    Aug 13, 2026Xutao Mao, Liangjie Zhao, Xiang Zheng +1Skill EvolutionLarge Language Model Agents

  54. Beyond Retrieval: Query-Conditioned Reuse of Long-Horizon Agent Trajectories

    Aug 13, 2026Yifei Li, Heng Wang, Lingling Zhang +5ReuseTrajectory Prediction

  55. @skills: Attention is all you have

    Aug 12, 2026Li Yin, Zhi Li, Zhan Shi +4Reusable Agent SkillsOpen

  56. DIVE: Unlocking Self-Improvement in Frozen Language Models Through Diversity-Driven Skill Evolution

    Aug 12, 2026Siheng Xiong, Ali Payani, Oguzhan Gungordu +1Skill EvolutionRecursive Self-Improvement

  57. Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing

    Aug 12, 2026Tianci Liu, Zihan Dong, Tianchun Li +8Multimodal Knowledge EditingKnowledge Distillation

  58. Why Does CLAUDE.md Keep Growing? Catastrophic Remembering in Agentic Coding

    Aug 11, 2026Kushal ChakrabartiCoding AgentsProcedural Knowledge

  59. SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure

    Aug 11, 2026Xiaofan Bai, Hongqiang Lin, Chao Liu +4Self-Evolving AgentsContext Compression

  60. Neural Introspection Gating for Adaptive KV-Cache Reuse in Vision-Language-Action Models

    Aug 11, 2026Zhijie Wu, Kento Kawaharazuka, Kei OkadaCacheVisual Tokens