AI Agent

Evaluating LLMs Without Oracle Feedback: Agentic Annotation Evaluation Through Unsupervised Consistency Signals

Cheng Chen, Haiyan Yin, Ivor Tsang

机构 * Australian Artificial Intelligence Institute (AAII), University of Technology Sydney, Australia（澳大利亚人工智能研究所（AAII）、悉尼技术大学） ； Centre for Frontier AI Research, Institute of High Performance Computing（前沿人工智能研究中心、高性能计算研究所） ； Agency for Science, Technology and Research, Singapore（科技研究局（新加坡）） ； College of Computing and Data Science, Nanyang Technological University, Singapore（计算与数据科学学院、南洋理工大学） 纠错

专题命中 Agent评测 ：agentic(title,abstract)；分类 cs.CL

Comments 11 pages, 10 figures

Journal ref Published ICLR 2025 Workshop on Scaling Self-Improving Foundation Models without Human Supervision

Using AI to Optimize Patient Transfer and Resource Utilization During Mass-Casualty Incidents: A Simulation Platform

Zhaoxun "Lorenz" Liu, Wagner H. Souza, Jay Han, Amin Madani

机构 * Surgical Artificial Intelligence Research Academy（外科人工智能研究学院） ； University Health Network（大学健康网络） ； University of Toronto（多伦多大学） ； Department of Surgery（外科系） 纠错

专题命中 Agent评测 ：agent(abstract)；AI agent(abstract)；分类 cs.AI、cs.LG

TweakLLM: A Routing Architecture for Dynamic Tailoring of Cached Responses

Muhammad Taha Cheema, Abeer Aamir, Khawaja Gul Muhammad, Naveed Anwar Bhatti, Ihsan Ayyub Qazi, Zafar Ayyub Qazi

机构 * Department of Computer Science（计算机科学系） ； Lahore University of Management Sciences（拉合尔管理科学大学） 纠错

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)；分类 cs.CL、cs.LG

Comments 13 pages, 9 figures

HumanAgencyBench: Scalable Evaluation of Human Agency Support in AI Assistants

Benjamin Sturgeon, Daniel Samuelson, Jacob Haimes, Jacy Reese Anthis

机构 * Apart Research ； AI Safety Cape Town ； University of Chicago（芝加哥大学） ； Stanford University（斯坦福大学） ； Sentience Institute（意识研究所） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.CL、cs.LG

A Comprehensive Review of Reinforcement Learning for Autonomous Driving in the CARLA Simulator

Elahe Delavari, Feeza Khan Khanzada, Jaerock Kwon

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Towards Reliable Generative AI-Driven Scaffolding: Reducing Hallucinations and Enhancing Quality in Self-Regulated Learning Support

Keyang Qian, Shiqi Liu, Tongguang Li, Mladen Raković, Xinyu Li, Rui Guan, Inge Molenaar, Sadia Nawaz, Zachari Swiecki, Lixiang Yan, Dragan Gašević

专题命中 Agent评测 ：agent(abstract)；multi-agent(abstract)

Journal ref Computers & Education, Volume 240, 2026, 105448

Efficient and Generalized end-to-end Autonomous Driving System with Latent Deep Reinforcement Learning and Demonstrations

Zuojin Tang, Xiaoyu Chen, Yongqiang Li, Jianyu Chen

机构 * Shanghai Qizhi Institute（上海启智研究所） ； College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） ； Institute for Interdisciplinary Information Sciences, Tsinghua University（清华大学交叉信息学院） ； Mogo Auto Intelligence and Telematics Information Technology Co., Ltd（摩戈智能与 telemetry 信息技术有限公司） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI、cs.LG

Comments Accepted by ECML PKDD 2025 (Research Track)

Computational Concept of the Psyche (in Russian)

Anton Kolonin, Vladimir Kryukov

专题命中 Agent评测 ：agent(abstract)；分类 cs.AI

Comments 14 pages, in Russian, 2 figures, submitted to Neuroinformatics-2025 conference

Baba Is AI: Break the Rules to Beat the Benchmark

Nathan Cloos, Meagan Jens, Michelangelo Naim, Yen-Ling Kuo, Ignacio Cases, Andrei Barbu, Christopher J. Cueva

机构 * MIT（麻省理工学院） ； Department of Computer Science, University of Virginia, USA（弗吉尼亚大学计算机科学系） 纠错

专题命中 Agent评测 ：agent(abstract)；分类 cs.CL

Comments 8 pages, 8 figures

STROKEVISION-BENCH: A Multimodal Video And 2D Pose Benchmark For Tracking Stroke Recovery

David Robinson, Animesh Gupta, Rizwan Quershi, Qiushi Fu, Mubarak Shah

机构 * Center for Research in Computer Vision, University of Central Florida（计算机视觉研究中心，佛罗里达中央大学） ； Mechanical and Aerospace Engineering, University of Central Florida（机械与航空航天工程，佛罗里达中央大学） 纠错

专题命中 Agent评测 ：planning(abstract)；分类 cs.LG

Comments 6 pages

Synergy Over Spiral: A Logistics 5.0 Game-Theoretic Model for Trust-Fatigue Co-regulation in Human-Cobot Order Picking

Soumyadeep Dhar, Ariyan Kumar Saha

专题命中 Agent评测 ：agent(abstract)

Ontological Component-based Description of Robot Capabilities

Bastien Dussard, Guillaume Sarthou, Aurélie Clodic

机构 * LAAS-CNRS, Université de Toulouse, CNRS（拉斯-CNRS，图卢兹大学，CNRS） ； IRIT, Université de Toulouse, CNRS（IRIT，图卢兹大学，CNRS） 纠错

专题命中 Agent评测 ：agent(abstract)

Comments International Workshop on Working towards Ontology-based Standards for Robotics and Automation (WOSRA 2023 - 2nd Edition), Jun 2023, Londres, United Kingdom