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Period ending 2026-09-21

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  1. AllocBench: Measuring Online Tool Allocation Capability in LLM Agents

    Jul 25, 2026Daniel Wang, Andrew XuLarge Language Model AgentsQwen3

  2. Occlusion-Point Reuse for Ray-Traced Ambient Occlusion and Shadow

    Jul 25, 2026Haojie Jin, Fujia Su, Zehui Lin +9Geometry-Aware Ray CastingDiverse Occlusion-And-Revelation Scenarios

  3. Recycling computational processes of dynamic programming for combinatorial optimization problems: a reservoir computing approach

    Jul 25, 2026Sora Todaka, Akihiro Yamamoto, Nozomi AkashiCombinatorial OptimizationReservoir Computing

  4. Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills

    Jul 24, 2026Siyuan Huang, Pengyu Cheng, Haotian Liu +10Skill EvolutionSelf-Evolution

  5. The Regression Tax: Decomposing Why Skills Help and Hurt LLM Agents

    Jul 24, 2026Darshan Tank, Baran NamaReusable Agent SkillsLarge Language Model Agents

  6. Teaching LLMs to Self-Evolve: Cultivating Core Meta-Skills with Reinforcement Learning

    Jul 24, 2026Shujin Wu, Cheng Qian, Xiusi Chen +1Self-EvolutionSkill Evolution

  7. PATS: Policy-Aware Training Scaffolding for Agentic Reinforcement Learning

    Jul 23, 2026Yipeng Shi, Zhipeng Ma, Yue Wang +4Agentic Reinforcement-Learning FrameworkReusable Skills

  8. Sample-Efficient Learning from Agent Experience

    Jul 23, 2026Chenhui Gou, Haoqin Tu, Yunhao Fang +2In-Context LearningExperience-Driven Learning

  9. Workflow-Localized Mechanism Learning: Attribution-Guided Repair and Knowledge Reuse for Structured Agent Skills

    Jul 23, 2026Zibin Lin, Shengli Zhang, Taotao Wang +3Reusable SkillsSingular Learning Theory

  10. Closing the Lab-to-Store Gap: A Data-Efficient Post-Training and Experience-Driven Learning VLA Framework for Retail Humanoids

    Jul 22, 2026Roger Sala Sisó, Tiago Silvério, Jakob Sand +1Vision-Language-Action ModelsExperience-Driven Learning

  11. OpenSkillRisk: Benchmarking Agent Safety When Using Real-World Risky Third-Party Skills

    Jul 22, 2026Qiyuan Liu, Tingfeng Hui, Kun Zhan +2Reusable Agent SkillsSafety Evaluation

  12. EvoDRC: A Self-Evolving Agentic Framework for Automated DRC Violation Repair

    Jul 22, 2026Bing-Yue Wu, Chia-Tung Ho, Haoyu Yang +2Electronic Design AutomationChip Design

  13. Coordinating from Memory: Graph-Structured Experience Reuse for Multi-Agent Adaptation in Dynamic Manufacturing

    Jul 22, 2026Chengxiao Dai, Zhanhui Lin, Zhaokun Yan +3Multi-Agent Reinforcement LearningGlobal Coordination

  14. A Conceptual Framework for Refining Influence Knowledge from Simulation Evidence in Cyber-Physical Systems

    Jul 22, 2026Barbara da Silva Oliveira, Julien Deantoni, Nicolas FerryCyber-Physical SystemInfluence

  15. Verifiable Self-Evolution for Open-Ended Dialogue Skills via Future-Feedback Prediction

    Jul 21, 2026ChaoJin Zhao, Xuan JiangSkill EvolutionFeedback Learning

  16. Skillware: A Software Ontology and Engineering Lifecycle for Persistent Behavioral Artifacts

    Jul 21, 2026Haodi Fan, Zucong LanReusable Agent SkillsArtificial Intelligence Agents

  17. AgentTrails: Towards Trust and Reuse for Agentic Tasks

    Jul 21, 2026Eden Wu, Sonia Castelo, Yurong Liu +2Action TracesContent Provenance

  18. LLM-as-a-Coach: Experiential Learning for Non-Verifiable Tasks

    Jul 20, 2026Tianzhu Ye, Li Dong, Guanheng Chen +4Experience-Driven LearningFeedback Loop

  19. RoboHarness: Memory-Driven Orchestration of Heterogeneous Robot Policies for Long-Horizon Planning

    Jul 20, 2026Jinbang Huang, Yuanzhao Hu, Zhiyuan Li +6Robot PoliciesLong-Horizon Planning

  20. Exploratory and Assimilating Reflection: Reflective Recall Cycle for Long-term Memory

    Jul 20, 2026Ganesh Senrayan, Moyuru Yamada, Ishan Jindal +1Agentic RetrievalLong-Term Memory

  21. Auto Research for Materials: Auditable AI-Scientist Workflows with Held-Out Transfer

    Jul 19, 2026Jingjie Ning, Xiaochuan Li, Shanshan Zhong +2AutoresearchAuto Research

  22. AgentFAIR: A Multi-Agent Collaborative Framework for FAIRness Evaluation of Geospatial Datasets

    Jul 17, 2026Ming Chen, Pranav PaiGeospatialLarge Language Model Evaluation

  23. SkillNav: Score-Level Skill Intervention for Zero-Shot Object Goal Navigation

    Jul 17, 2026Ruijie Sang, Yiqun Duan, Pinhan Fu +3Vision-Language NavigationUnsupervised Skill Discovery

  24. DiTango: Cost-Effective Parallel Diffusion Generation with Selective Attention State Reuse

    Jul 17, 2026Yuyang Chen, Runxin Zhong, Zan Zong +3Multimodal Diffusion TransformersParallel

  25. Can LLMs Build a MaxSAT Solver from Papers? The CoreForge Experience

    Jul 16, 2026Ruben MartinsSatisfiabilityFuture Llm-Assisted Solver Development

  26. Experience Memory Graph: One-Shot Error Correction for Agents

    Jul 15, 2026Wenjun Wang, Yuchen Fang, Fengrui Liu +2Hierarchical Graph MemoryIterative Self-Correction

  27. SPyCE: Skill-Policy Co-evolution for Multimodal Agents

    Jul 15, 2026Ru Zhang, Weijie QiuMultimodal AgentsMultimodal Reasoning

  28. From Novice to Expert: Cost-Aware Bandits for Evolving Worker Performance in Crowdsensing

    Jul 15, 2026Yin Huang, Qingsong Liu, Jie XuCrowdsourced FrameworkCost-Aware

  29. KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill

    Jul 14, 2026Yunxin Li, Jinchao Li, Shibo Su +7Graphical User Interface AgentsArtificial Intelligence Assistants

  30. Entropy in Semantic Memory Navigation in Blind and Sighted Individuals: The Effect of Visual Experience

    Jul 13, 2026Felipe D. Toro-Hernández, Rodrigo Lagos, Sergio E. ChaigneauBlind SpotsSensorimotor Experience

  31. SKooP: Symmetric Koopman Predictions for Faster and More Generalizable Legged Robot Locomotion with Reinforcement Learning

    Jul 13, 2026Evelyn D'Elia, Weishu Zhan, Giulio Turrisi +5Perceptive Locomotion PoliciesKoopman Operator

  32. GEIS: A Generation-Evaluation-Improvement Loop of Agent Skills for Long-Form Article Generation

    Jul 13, 2026Jiale Zhang, Juntao Hu, Zhijian OuLong-Form GenerationReusable Agent Skills

  33. OpsMem: Dual-Memory Reasoning with Cross-Memory Resonance for Failure Diagnosis

    Jul 13, 2026Yongqian Sun, Rongchen Gao, Yu Luo +6MicroservicesLong-Term Memory

  34. Rank-Conditioned Sample Reuse for the Plackett--Luce Best-of-KK Objective

    Jul 13, 2026Melveena Jolly, Midhun XavierImportance SamplingTop-K

  35. Can a Language Model Learn Facts Continually in Its Weights?

    Jul 13, 2026Charles O'NeillLarge Language Model MemoryTraining Language Models

  36. Dynamic Agent Skills: A Lifecycle Survey and Taxonomy of Evolving Skill Libraries

    Jul 11, 2026Yubo LiReusable Agent SkillsLarge Language Model Agents

  37. From ambiguous utterances to governed reuse classes: canonicalization, quotient invariance, and conditional decidability

    Jul 11, 2026Cosimo Spera, Ray GarciaReuseComputable

  38. Shared Selective Persistent Memory for Agentic LLM Systems

    Jul 10, 2026Sanjana Pedada, Aditya Dhavala, Neelraj PatilReuseReasoning Traces

  39. Inside the Skill Market: From Software Engineering Activities to Reusable Agent Skills

    Jul 10, 2026Jialun Cao, Xinru Yan, Songqiang Chen +3Reusable SkillsSoftware Engineering

  40. SkillPlug: Unsupervised Skill Mining for Few-Shot Adaptation in Robotic Manipulation

    Jul 9, 2026Zi-han Ding, Ziwei WangHuman-To-Robot TransferMotion Imitation

  41. SkillCenter: A Large-Scale Source-Grounded Skill Library for Autonomous AI Agents

    Jul 8, 2026Tianming Sha, Yue Zhao, Lichao Sun +1Reusable Agent SkillsArtificial Intelligence Agents

  42. Task Decomposition-Guided Reranking for Adaptive Agent Skill Retrieval

    Jul 7, 2026Yanping Chen, Weijie Shi, Wen Yang +1Reusable Agent SkillsReranking

  43. ArtisanCAD: An Industrial-Level CAD Agent with Expert-Grounded Knowledge Distillation

    Jul 7, 2026Yunhan Xu, Qifeng Wu, Xunjin Li +10Text-To-CadComputer-Aided Design

  44. MetaSkill-Evolve: Recursive Self-Improvement of LLM Agents via Two-Timescale Meta-Skill Evolution

    Jul 6, 2026Zefeng Wang, Minxi Yan, Jinhe Bi +3Skill EvolutionSelf-Evolving Agents

  45. EvoAgentBench: Benchmarking Agent Self-Evolution via Ability Transfer

    Jul 6, 2026Xingze Gao, Chuanrui Hu, Hongda Chen +9Self-Evolving AgentsAgentic Benchmarks

  46. EdgeBench: Unveiling Scaling Laws of Learning from Real-World Environments

    Jul 6, 2026Deyao Zhu, Xin Zhou, Shengling Qin +44Agentic Reinforcement-Learning FrameworkAgentic Benchmarks

  47. Train Smarter, Not Longer: Memorization-Guided Data Reuse for Efficient LLM Training

    Jul 6, 2026Jingwei Zuo, Cong Zeng, Ilyas Chahed +6Large ModelsMemorization

  48. Progressive Disclosure for LLM-Maintained Wiki Knowledge Bases: a Preregistered Ablation

    Jul 6, 2026Theodore O. CochranWikipediaProcedural Knowledge

  49. Characterizing the Temporal, Emotional, and Social Patterns of Adolescent Substance Use Discussions on Reddit

    Jul 6, 2026Leran Hong, Lei Jin, Jianfeng ZhuRedditSocial Dynamics

  50. SkillFab: An Agent-Native Skill Production Platform

    Jul 4, 2026Anjie Xu, Yifeng Cai, Yi Li +5Reusable Agent Skills

  51. SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe

    Jul 3, 2026Yifei Shen, Bo Li, Xinjie ZhangSkill EvolutionSelf-Evolving Agents

  52. Organizational Memory for Agentic Business Process Execution

    Jul 3, 2026Lukas Kirchdorfer, Adrian Rebmann, Christian Warmuth +3Business ProcessesAgent Memory

  53. Episodic-to-Semantic Consolidation Without Identity Drift

    Jul 2, 2026Xue Qin, Simin Luan, Cong Yang +1ConsolidationAgent Memory

  54. AIriskEval-edu: New Dataset for Risk Assessment in AI-mediated K-12 Educational Explanations

    Jul 2, 2026Javier Irigoyen, Roberto Daza, Francisco Jurado +5PedagogyClassrooms

  55. SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use

    Jul 2, 2026Jiayin Zhu, Kelong Mao, Yudong Guo +4Reusable Agent SkillsRubrics

  56. COMFYCLAW: Self-Evolving Skill Harnesses for Image Generation Workflows

    Jul 2, 2026Zongxia Li, Dawei Liu, Fuxiao Liu +6Agentic WorkflowsReusable Agent Skills

  57. AgenticDataBench: A Comprehensive Benchmark for Data Agents

    Jul 2, 2026Zhaoyan Sun, Shan Zhong, Daizhou Wen +10Agentic BenchmarksReusable Agent Skills

  58. ADVENT: LLM-Driven Automatic Predicate Invention for ILP

    Jul 2, 2026Tingting Yu, Pei-Cing Huang, Chan Hsu +2Inductive Logic ProgrammingSymbolic Predicates

  59. Skills Are Not Islands: Measuring Dependency and Risk in Agent Skill Supply Chains

    Jul 1, 2026Changguo Jia, Tianqi Zhao, Runzhi He +1Unsupervised Skill DiscoveryDependency Graph

  60. Learning Generalizable Skill Policy with Data-Efficient Unsupervised RL

    Jul 1, 2026Jongchan Park, Seungjun Oh, Seungho Baek +1Unsupervised Skill DiscoveryGoal-Conditioned Policy