AI Agent

Inter-Agent Trust Models: A Comparative Study of Brief, Claim, Proof, Stake, Reputation and Constraint in Agentic Web Protocol Design-A2A, AP2, ERC-8004, and Beyond

Botao 'Amber' Hu, Helena Rong

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

Comments Submitted to AAAI 2026 Workshop on Trust and Control in Agentic AI (TrustAgent)

Misalignment Bounty: Crowdsourcing AI Agent Misbehavior

Rustem Turtayev, Natalia Fedorova, Oleg Serikov, Sergey Koldyba, Lev Avagyan, Dmitrii Volkov

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

Comments Add Limitations section

AgentSLA : Towards a Service Level Agreement for AI Agents

Gwendal Jouneaux, Jordi Cabot

机构 * Luxembourg Institute of Science and Technology（卢森堡科学与技术研究院） 纠错

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

No-Human in the Loop: Agentic Evaluation at Scale for Recommendation

Tao Zhang, Kehui Yao, Luyi Ma, Jiao Chen, Reza Yousefi Maragheh, Kai Zhao, Jianpeng Xu, Evren Korpeoglu, Sushant Kumar, Kannan Achan

机构 * Walmart Global Tech（沃尔玛全球技术） 纠错

专题命中 Agent评测 ：agentic(title)；agent(abstract)；multi-agent(abstract)；分类 cs.AI

Comments 4 page, NeurIPS 2025 Workshop: Evaluating the Evolving LLM Lifecycle

Cache Mechanism for Agent RAG Systems

Shuhang Lin, Zhencan Peng, Lingyao Li, Xiao Lin, Xi Zhu, Yongfeng Zhang

机构 * Rutgers University（新泽西州立大学） ； University of South Florida（佛罗里达州立大学） ； University of Illinois Urbana–Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

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

TAMO: Fine-Grained Root Cause Analysis via Tool-Assisted LLM Agent with Multi-Modality Observation Data in Cloud-Native Systems

Xiao Zhang, Qi Wang, Mingyi Li, Yuan Yuan, Mengbai Xiao, Fuzhen Zhuang, Dongxiao Yu

机构 * School of Computer Science and Technology, Shandong University（山东大学计算机科学与技术学院） ； Institute of Artificial Intelligence, Beihang University（北京航空航天大学人工智能研究院） 纠错

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

Human vs. Agent in Task-Oriented Conversations

Zhefan Wang, Ning Geng, Zhiqiang Guo, Weizhi Ma, Min Zhang

专题命中 Agent评测 ：agent(title,abstract)

Comments SIGIR-AP 2025

Adobe Summit Concierge Evaluation with Human in the Loop

Yiru Chen, Sally Fang, Sai Sree Harsha, Dan Luo, Vaishnavi Muppala, Fei Wu, Shun Jiang, Kun Qian, Yunyao Li

机构 * Adobe Inc.（Adobe公司） 纠错

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

Comments Accepted by 6th Workshop on Data Science with Human in the Loop @ VLDB 2025

Unsupervised Evaluation of Multi-Turn Objective-Driven Interactions

Emi Soroka, Tanmay Chopra, Krish Desai, Sanjay Lall

机构 * Department of Electrical Engineering Stanford University（电气工程系 斯坦福大学） ； Emissary Technologies 纠错

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

Comments Under review at ICLR 2026

TEE-BFT: Pricing the Security of Data Center Execution Assurance

Alex Shamis, Matt Stephenson, Linfeng Zhou

专题命中 Agent评测 ：agent(abstract)

Comments Missing section + image issue

Ignorance as an excuse, formally

Ekaterina Kubyshkina, Marcio Kléos Pereira, Mattia Petrolo

专题命中 Agent评测 ：agent(abstract)