Artificial Intelligence Agents

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Period ending 2026-09-21

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Period ending 2026-09-14

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Period ending 2026-09-07

19 new papers

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  1. From Parasocial Scripts to Dyadic Persistence in Autonomous AI-Agent Communities

    Jun 15, 2026Mohammadsadegh Abolhasani, Hamid Reza Firoozfar, Reza Mousavi +1Human-Ai InteractionArtificial Intelligence Agents

  2. Context-Aware RL for Agentic and Multimodal LLMs

    Jun 15, 2026Peiyang Xu, Bangzheng Li, Sijia Liu +4Multimodal ReasoningLarge Language Model Reasoning

  3. MyPCBench: A Benchmark for Personally Intelligent Computer-Use Agents

    Jun 15, 2026Lawrence Keunho Jang, Andrew Keunwoo Jang, Jing Yu Koh +1Computer-Use AgentsArtificial Intelligence Assistants

  4. User as Code: Executable Memory for Personalized Agents

    Jun 15, 2026Bojie LiAgent MemoryExplicit Memory

  5. The Integrator Advantage: Controlled Agentic AI for Small and Medium-Sized Companies

    Jun 15, 2026Christopner Koch, Joshua A. WellbrockAgentic SystemsAgentic Tool Use

  6. MIRAGE: Auditing Anti-Muslim Bias in Frontier LLMs Across Reasoning, Agentic, and Time-Coupled Conditions

    Jun 15, 2026Noor Islam S. Mohammad, Tamim SheikhLarge Language Model BiasRefugee Outcomes

  7. BRICKS-WM: Building Reusability via Interface Composition Kinetics for Structured World Models

    Jun 15, 2026Shaowei Zhang, Jiahan Cao, Xunlan Zhou +2World ModelsLatent Dynamics

  8. Gaming-Resistant Insurance Contracts for Autonomous AI Agents: Strategy-Proof Toll Mechanism Design

    Jun 15, 2026Hao-Hsuan ChenInsuranceActuarial Reasoning Tasks

  9. One Goal, Many Commands: Characterizing Denylist Fragility in AI Agents

    Jun 14, 2026Chuyang Chen, Zhiqiang LinArtificial Intelligence AgentsFragility

  10. The Perils of Agency: How Developers Perceive, Prioritize, and Address Risks in Agentic AI Products

    Jun 13, 2026Hao-Ping Lee, Jessica He, David Piorkowski +3Artificial Intelligence SafetyAgentic Systems

  11. Pepti-Agent: An AI Agent for Peptide Design and Optimization

    Jun 13, 2026Houxu Chen, Achuth Chandrasekhar, Amir Barati FarimaniCyclic PeptidesCryptographically Authorized Mutation

  12. 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

  13. LatentGym: A Testbed For Cross-Task Experiential Learning With Controllable Latent Structure

    Jun 13, 2026Daksh Mittal, Tommaso Castellani, Thomson Yen +7Experience-Driven LearningUnseen-Task Adaptation

  14. CODA-BENCH: Can Code Agents Handle Data-Intensive Tasks?

    Jun 13, 2026Yuxin Zhang, Ju Fan, Meihao Fan +2Evaluation BenchmarksAgentic Tool Use

  15. EChO-Agent: Evidence Chain Orchestration Agent for Audio Reasoning

    Jun 13, 2026Siyuan Zhang, Jian Zong, Junyu Wang +7Audio RepresentationAudio

  16. Securing Multi-Agent GIS Systems: Risk Evaluation and Prompt Hardening Optimization

    Jun 13, 2026Kyle Gao, Pranavi Kotta, Linlin Xu +2Agentic SystemsMulti-Agent Systems

  17. Remember, Don't Re-read: Stateful ReAct Agents for Token-Efficient Autonomous Experimentation

    Jun 12, 2026Faramarz JabbarvaziriAutoresearchAgent Framework

  18. Trust Between AI Agents: Measuring Formation, Breakage, and Recovery, with Implications for Governing Multi-Agent Systems

    Jun 12, 2026Yujiao ChenTrustworthy Artificial IntelligenceMulti-Agent Systems

  19. Towards Direct Latent-Space Synthesis for Parallel Branches in LLM-Agent Workflows

    Jun 12, 2026Shikun Liu, Mufei Li, Dongqi Fu +5Agentic WorkflowsAgentic Systems

  20. Running the Gauntlet: Re-evaluating the Capabilities of Agents Beyond Familiar Environments

    Jun 12, 2026Mykola Vysotskyi, Runqi Lin, Grzegorz Biziel +21Agentic SystemsDomain Generalization

  21. A Security Analysis of Long-Horizon Agentic AI Systems: Threats, Evaluation, and Framework Development

    Jun 12, 2026Ahmed Mohammed Almalki, Mehedi MasudSecurity AnalysisArtificial Intelligence Safety

  22. CacheRL:Multi-Turn Tool-Calling Agents via Cached Rollouts and Hybrid Reward

    Jun 12, 2026Md Amirul Islam, Sumiran Thakur, Huancheng Chen +3Agentic BenchmarksAgentic Tool Use

  23. Agents-K1: Towards Agent-native Knowledge Orchestration

    Jun 11, 2026Zongsheng Cao, Bihao Zhan, Jinxin Shi +23Knowledge GraphsScientific Discovery

  24. EpiBench: Verifiable Evaluation of AI Agents on Epigenomics Analysis

    Jun 11, 2026Harihara Muralidharan, Reema Baskar, Soo Hee Lee +2Scientific WorkflowsArtificial Intelligence Agents

  25. Understanding the Rejection of Fixes Generated by Agentic Pull Requests -- Insights from the AIDev Dataset

    Jun 11, 2026Mahmoud Abujadallah, Ali Arabat, Mohammed SayaghCoding AgentsArtificial Intelligence Agents

  26. An LLM System for Autonomous Variational Quantum Circuit Design

    Jun 11, 2026Kenya Sakka, Wataru Mizukami, Kosuke MitaraiVariational Quantum CircuitsQuantum Circuit Simulation

  27. YeasierAgent: Agentic Social Sandbox as a Canvas for Intent-Driven Creation of Platform-Agnostic Symbiotic Agent-Native Applications

    Jun 11, 2026Jory HeSymbiotic ParadigmAgentic Tool Use

  28. Benchmarking AI Agents for Addressing Scientific Challenges Across Scales

    Jun 10, 2026Tianyu Liu, Allen Xin Wang, Antonia Panescu +30Agentic BenchmarksAutoresearch

  29. Strategic Decision Support for AI Agents

    Jun 10, 2026Shayan Kiyani, Sima Noorani, George Pappas +1Agent DecisionsDecision Support

  30. Which Models Are Our Models Built On? Auditing Invisible Dependencies in Modern LLMs

    Jun 10, 2026Sanjay Adhikesaven, Haoxiang Sun, Sewon MinAlgorithm AuditingAgentic Systems

  31. UniIntervene: Agentic Intervention for Efficient Real-World Reinforcement Learning

    Jun 10, 2026Haoyuan Deng, Yitong Gao, Yudong Lin +3Value FunctionsAgentic Tool Use

  32. A Five-Plane Reference Architecture for Runtime Governance of Production AI Agents

    Jun 10, 2026Krti TallamArtificial Intelligence AgentsBoundaries

  33. The Impossibility of Eliciting Latent Knowledge

    Jun 10, 2026Korbinian Friedl, Francis Rhys Ward, Paul Yushin Rapoport +2ElicitationArtificial Intelligence Agents

  34. InternVideo3: Agentify Foundation Models with Multimodal Contextual Reasoning

    Jun 10, 2026Ziang Yan, Sheng Xia, Jiashuo Yu +10Agentic Video GenerationMultimodal Agents

  35. CMIP-Forge: An Agentic System that Retrieves, Computes, and Self-Reviews Climate Science

    Jun 10, 2026Dmitrii Pantiukhin, Boris Shapkin, Ivan Kuznetsov +2Global Climate ModelsAgentic Systems

  36. Bootstrapped Monitoring: Leveraging Transparent Reasoning to Oversee Stronger AI Agents

    Jun 10, 2026Frank Xiao, Mary PhuongTrustworthy Artificial IntelligenceScalable Oversight

  37. Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

    Jun 10, 2026Jiajie Jin, Yuyang Hu, Kai Qiu +15AutoresearchArtificial Intelligence Agents

  38. Notes2Skills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills

    Jun 10, 2026Shi Liu, Jiayao Chen, Chengwei Qin +3Scientific AgentsScientific Workflows

  39. Agents All the Way Down; A Methodology for Building Custom AI Agents from Substrate to Production

    Jun 10, 2026Marc Alier Forment, Juanan Pereira, Francisco José García-Peñalvo +1Artificial Intelligence AgentsMethodology

  40. MedCTA: A Benchmark for Clinical Tool Agents

    Jun 10, 2026Tajamul Ashraf, Hyewon Jeong, Fida Mohammad Thoker +1Multimodal Clinical DataArtificial Intelligence Agents

  41. SAIGuard: Communication-State Simulation for Proactive Defense of LLM Multi-Agent Systems

    Jun 10, 2026Ruxue Shi, Yili Wang, Mengnan Du +4Multi-Agent SystemsAgentic Systems

  42. IAPO: Input Attribution-Aware Policy Optimization for Tool Use in Small Multimodal Agents

    Jun 10, 2026Yifan Yang, Zhen Zhang, Jiayi Tian +2Multimodal AgentsMulti-Turn Tool-Use Agent

  43. Agent Skill Evaluation and Evolution: Frameworks and Benchmarks

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

  44. Can AI Agents Synthesize Scientific Conclusions?

    Jun 9, 2026Hayoung Jung, Pedro Viana Diniz, José Reinaldo Corrêa Roveda +5Scientific DiscoveryArtificial Intelligence Agents

  45. VISTA: A Versatile Interactive User Simulation Toolkit for Agent Evaluation

    Jun 9, 2026Yunan Lu, Ryan Shea, Yusen Zhang +1Agentic EvaluationsUser Simulation

  46. Understanding and mitigating the risks of OpenClaw for non-technical users: A practical guide with Skill

    Jun 9, 2026Junchang Zheng, Junfeng Tan, Jialiang LinOpenclawCybersecurity

  47. AgenticNav: Zero-Shot Vision-and-Language Navigation as a Tool-Calling Harness

    Jun 9, 2026Yijian Li, Changze Li, Hantian Shi +4Vision-Language NavigationLarge Vision Language Models

  48. Soul Computing: A Theoretical Framework and Technical Architecture for Intelligent Agents with Independent Consciousness

    Jun 9, 2026Jinshan Zhang, Xishi Zhou, Qiu Peng +1Artificial Intelligence AgentsAffective Computing

  49. Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries

    Jun 9, 2026Federico Bianchi, Yongchan Kwon, Aneesh Pappu +1Scientific DiscoveryCollective Intelligence

  50. Agentomics: Economic Foundations for the Valuation, Attribution, and Pricing of AI Agents in Human-AI Workflows

    Jun 9, 2026Quanyan ZhuAgentic WorkflowsArtificial Intelligence Agents

  51. TabClaw: An Interactive and Self-Evolving Agent for Spreadsheet Manipulation and Table Reasoning

    Jun 9, 2026Mingyue Cheng, Shuo Yu, Daoyu Wang +5SpreadsheetsWorkflow Automation and Optimization

  52. What makes a harness a harness: necessary and sufficient conditions for an agent harness

    Jun 8, 2026Sanderson Oliveira de MacedoAgent HarnessAgent Framework

  53. Observability for Delegated Execution in Agentic AI Systems

    Jun 8, 2026Abhinav Mishra, Kumar SharadDelegationAgentic Systems

  54. AGENTSERVESIM: A Hardware-aware Simulator for Multi-Turn LLM Agent Serving

    Jun 8, 2026Rakibul Hasan Rajib, Mengxin Zheng, Qian LouLarge Language Model AgentsAgent Framework

  55. PRISM: Recovering Instruction Sets from Language Model Activations

    Jun 8, 2026Gilad Gressel, Rahul Pankajakshan, Julia Diament +3Instruction-Tuned ModelsInstruction

  56. AliyunConsoleAgent: Training Web Agents in Real-World Cloud Environments via Distillation and Reinforcement Learning

    Jun 8, 2026Bojie Rong, Zheyu Shen, Qiaoping Wang +7Cp-AgentCloud

  57. Autonomous Incident Resolution at Hyperscale: An Agentic AI Architecture for Network Operations

    Jun 8, 2026Arun MalikIncident ResponseMulti-Agent Orchestration Frameworks

  58. The Token Not Taken: Sampling, State, and the Stochasticity of AI Agents

    Jun 8, 2026Muhammad Zia Hydari, Raja IqbalArtificial Intelligence AgentsStochastic

  59. Building Customer Support AI Agents at 100M-User Scale: An Evaluation-Driven Framework

    Jun 7, 2026Aman Gupta, Kevin Rossell, Edesio Alcobaça +8Agentic EvaluationsArtificial Intelligence Agents

  60. Instrumental convergence and power-seeking

    Jun 7, 2026David ThorstadArtificial Intelligence AgentsHuman Oversight