Tool-Using Agents

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31 papers in the last four weeks, up 210% on the four weeks before. 0.3% of all new papers.

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  1. ReCoQA: A Benchmark for Tool-Augmented and Multi-Step Reasoning in Real Estate Question and Answering

    Apr 20, 2026Yindong Zhang, Wenmian Yang, Yiquan Zhang +1LLM Agent OrchestrationAI Agent Benchmarks

    Hong Kong Baptist University · Beijing Normal-Hong Kong Baptist University · Beijing Normal University

  2. Agents Explore but Agents Ignore: LLMs Lack Environmental Curiosity

    Apr 19, 2026Leon Engländer, Sophia Althammer, Ahmet Üstün +2LLM Agent EvaluationTool-Using Agents

    Cohere · Poolside

  3. Terminal Wrench: A Dataset of 331 Reward-Hackable Environments and 3,632 Exploit Trajectories

    Apr 19, 2026Ivan Bercovich, Ivgeni Segal, Kexun Zhang +3Reward HackingAI Agent Security Benchmarks

    1Fewshot Corp · *Independent Researcher · 2Carnegie Mellon University

  4. Complete Cyclic Subtask Graphs for Tool-Using LLM Agents: Flexibility, Cost, and Bottlenecks in Multi-Agent Workflows

    Apr 17, 2026Luay Gharzeddine, Samer SaabMulti-Agent CoordinationMulti-Agent Orchestration

    1Dept of Computer Science, Lebanese American University. · 2*Dept of Electrical and Computer Engineering, Lebanese American University.

  5. VoxMind: An End-to-End Agentic Spoken Dialogue System

    Apr 17, 2026Tianle Liang, Yifu Chen, Shengpeng Ji +7Multi-Agent LLM SystemsSpoken Dialogue Systems

    Zhejiang University · China University of Petroleum-Beijing at Karamay · Xiamen University

  6. El Agente Forjador: Task-Driven Agent Generation for Quantum Simulation

    Apr 16, 2026Zijian Zhang, Aiwei Yin, Amaan Baweja +4Multi-Agent LLM SystemsAI for Science

    Department of Computer Science, University of Toronto, 40 St George St., Toronto, ON M5S 2E4, Canada · Vector Institute for Artificial Intelligence, W1140-108 College St., Schwartz Reisman Innovation2026 Campus, Toronto, ON M5G 0C6, Canada · NVIDIA, 431 King St W #6th, Toronto, ON M5V 1K4, Canada +5

  7. Semantic Feature Analysis: Improving Agents Without Searching Over Rollouts

    Apr 12, 2026Yuval David, Fabiana Fournier, Lior Limonad +1LLM Agent Self-ImprovementTool-Using Agents

    IBM Software Innovation Lab Haifa, Israel

  8. Authoring for Living Worlds: Tool-Constrained LLM Agents for Executable Multi-Actor Scenarios

    Apr 11, 2026Nicolae Cudlenco, Mihai Masala, Marius LeordeanuLLM Agent OrchestrationTool-Using Agents

    Institute of Mathematics of the Romanian Academy, Bucharest, Romania · Büchi Labortechnik AG, Flawil, Switzerland · National University of Science and Technology Politehnica Bucharest, Romania

  9. Agentic Tool Use in Large Language Models

    Apr 1, 2026Jinchao Hu, Meizhi Zhong, Kehai Chen +2LLM Agent EvaluationTool-Using Agents

    School of Computer Science and Technology, Harbin Institute of Technology, Shenzhen, China · Independent Researcher, China

  10. Beyond Task Completion: A Verification-vs.-Conformance Gap in Tool-Evolving Agents

    Apr 1, 2026Alibek Kaliyev, Artem MaryanskyyAI Agent ReliabilityTool-Use Evaluation

    The University of Texas at Austin · Austin, Texas, USA · Uber +1

  11. Formal Semantics for Agentic Tool Protocols: A Process Calculus Approach

    Mar 25, 2026Andreas SchlapbachAgent Communication ProtocolsFormal Verification

    Swiss Federal Railways (SBB) SBB IT Berne, Switzerland

  12. LiveClawBench: Benchmarking LLM Agents on Complex, Real-World Assistant Tasks

    Mar 20, 2026Xiang Long, Li Du, Yilong Xu +11Computer-Use Agent BenchmarksTool-Augmented Language Model Agents

    Samsung Research, Beijing, China · HKUST (Guangzhou) · City University of Hong Kong +1

  13. EvoGuard: An Extensible Agentic RL-based Framework for Practical and Evolving AI-Generated Image Detection

    Mar 18, 2026Chenyang Zhu, Maorong Wang, Jun Liu +2Ensemble LearningTool-Using Agents

    The University of Tokyo Tokyo, Japan · National Institute of Informatics Tokyo, Japan

  14. AgenTRIM: Tool Risk Mitigation for Agentic AI

    Jan 18, 2026Roy Betser, Amit Giloni, Shamik Bose +4LLM Agent SecurityIndirect Prompt Injection

    Fujitsu Research of Europe (FRE) · Fujitsu Research of India Pvt. Ltd. (FRIPL)

  15. Replayable Financial Agents: A Determinism-Faithfulness Assurance Harness for Tool-Using LLM Agents

    Jan 17, 2026Raffi KhatchadourianAI Agent ReliabilityLLM Agent Evaluation

    IBM Financial Services Market, New York, NY, USA

  16. AGAPI-Agents: An Open-Access Agentic AI Platform for Accelerated Materials Design on AtomGPT.org

    Dec 12, 2025Jaehyung Lee, Justin Ely, Kent Zhang +3AI Agents for Scientific DiscoveryLLM Agent Evaluation

    Department of Materials Science and Engineering, Johns Hopkins University, Baltimore, MD 21218, USA · Department of Electrical and Computer Engineering, Johns Hopkins University, Baltimore, MD 21218, USA · Department of Physics and Astronomy, West Virginia University, Morgantown, WV 26506, USA

  17. PPTArena: A Benchmark for PowerPoint Editing

    Dec 2, 2025Michael Ofengenden, Yunze Man, Ziqi Pang +2LLM Agent EvaluationAI Agent Benchmarks

    University of Illinois Urbana-Champaign · University of California, Berkeley

  18. Check Yourself Before You Wreck Yourself: Selectively Quitting Improves LLM Agent Safety

    Oct 18, 2025Vamshi Krishna Bonagiri, Ponnurangam Kumaragurum, Khanh Nguyen +1LLM Agent EvaluationTool-Using Agents

    University of California, Berkeley · Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) · International Institute of Information Technology, Hyderabad (IIIT Hyderabad)

  19. El Agente Quntur: A research collaborator agent for quantum chemistry

    Date pendingJuan B. Pérez-Sánchez, Yunheng Zou, Jorge A. Campos-Gonzalez-Angulo +12AI Agents for Scientific DiscoveryQuantum Chemistry

    Department of Chemistry, University of Toronto, 80 St. George St., Toronto, ON M5S 3H6, Canada · Vector Institute for Artificial Intelligence, W1140-108 College St., Schwartz Reisman Innovation Campus, Toronto, ON M5G 0C6, Canada · Acceleration Consortium, 700 University Ave., Toronto, ON M7A 2S4, Canada +6