AI Agent

Diverse And Private Synthetic Datasets Generation for RAG evaluation: A multi-agent framework

Ilias Driouich, Hongliu Cao, Eoin Thomas

机构 * AMADEUS France（AMADEUS法国） 纠错

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

Comments ECAI 2025 TRUST AI workshop

MATRIX: Multi-Agent simulaTion fRamework for safe Interactions and conteXtual clinical conversational evaluation

Ernest Lim, Yajie Vera He, Jared Joselowitz, Kate Preston, Mohita Chowdhury, Louis Williams, Aisling Higham, Katrina Mason, Mariane Melo, Tom Lawton, Yan Jia, Ibrahim Habli

机构 * Ufonia Limited（乌菲尼亚有限公司） ； University of York（约克大学） ； NHS Improvement Academy（国家健康服务改进学院） 纠错

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

Comments 36 pages, 16 figures

Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models

Chen Han, Wenzhen Zheng, Xijin Tang

机构 * School of Advanced Interdisciplinary Sciences, University of Chinese Academy of Sciences（中国科学院大学先进交叉学科学院） ； State Key Laboratory of Mathematical Sciences, Academy of Mathematics and Systems Science, Chinese Academy of Sciences（中国科学院数学与系统科学研究院） 纠错

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

Comments This paper has been accepted to EMNLP 2025 (Main Conference)

Trustworthy Agents for Electronic Health Records through Confidence Estimation

Yongwoo Song, Minbyul Jeong, Mujeen Sung

机构 * Kyung Hee University（庆熙大学） 纠错

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

Playstyle and Artificial Intelligence: An Initial Blueprint Through the Lens of Video Games

Chiu-Chou Lin

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

Comments PhD Dissertation, National Yang Ming Chiao Tung University, 2025. This is the public version without Chinese abstract or postscript

Safe Reinforcement Learning in Black-Box Environments via Adaptive Shielding

Daniel Bethell, Simos Gerasimou, Radu Calinescu, Calum Imrie

机构 * University of York, UK（英国约克大学） ； Cyprus University of Technology, Cyprus（塞浦路斯技术大学） 纠错

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

Comments To be published in ECAI 25

Active Query Selection for Crowd-Based Reinforcement Learning

Jonathan Erskine, Taku Yamagata, Raúl Santos-Rodríguez

机构 * UK Research and Innovation (UKRI) and Thales Training & Simulation Ltd.（英国研究与创新（UKRI）和泰勒斯培训与模拟有限公司） 纠错

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

Comments 7 pages, 4 figures, 2 tables plus appendices

LLM-Driven Intrinsic Motivation for Sparse Reward Reinforcement Learning

André Quadros, Cassio Silva, Ronnie Alves

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

Comments 11 pages, 5 figures, Accepted to the ENIAC 2025 conference

Semantic Attractors and the Emergence of Meaning: Towards a Teleological Model of AGI

Hans-Joachim Rudolph

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

Comments 10 pages

YuLan-OneSim: Towards the Next Generation of Social Simulator with Large Language Models

Lei Wang, Heyang Gao, Xiaohe Bo, Xu Chen, Ji-Rong Wen

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

Experiences with Model Context Protocol Servers for Science and High Performance Computing

Haochen Pan, Ryan Chard, Reid Mello, Christopher Grams, Tanjin He, Alexander Brace, Owen Price Skelly, Will Engler, Hayden Holbrook, Song Young Oh, Maxime Gonthier, Michael Papka, Ben Blaiszik, Kyle Chard, Ian Foster

专题命中 Agent评测 ：agent(abstract)

Comments 11 pages, including a 4-page appendix

A Unified Approach to Evaluation and Routing in Public Transport Systems

Rolf Nelson van Lieshout, Kevin Dalmeijer

专题命中 Agent评测 ：planning(abstract)