AI Agent

ALAS: Autonomous Learning Agent for Self-Updating Language Models

Dhruv Atreja

机构 * Dhruv Atreja（独立研究者） 纠错

专题命中 规划决策 ：agent(title,abstract)；planning(abstract)；分类 cs.AI、cs.CL、cs.LG

Multi-agent Robust and Optimal Policy Learning for Data Harvesting

Shili Wu, Yancheng Zhu, Aniruddha Datta, Sean B. Andersson

专题命中 规划决策 ：agent(title)；multi-agent(title)

GLARE: Agentic Reasoning for Legal Judgment Prediction

Xinyu Yang, Chenlong Deng, Zhicheng Dou

机构 * Gaoling School of Artificial Intelligence, Renmin University of China（中国人民大学北京校区人工智能学院） 纠错

专题命中 规划决策 ：agentic(title,abstract)；分类 cs.AI、cs.CL

Urban Comfort Assessment in the Era of Digital Planning: A Multidimensional, Data-driven, and AI-assisted Framework

Sijie Yang, Binyu Lei, Filip Biljecki

机构 * Department of Architecture, National University of Singapore（新加坡国立大学建筑系） ； School of Engineering and Applied Science, University of Pennsylvania（宾夕法尼亚大学工程与应用科学学院） ； Department of Real Estate, National University of Singapore（新加坡国立大学房地产系） 纠错

专题命中 规划决策 ：planning(title,abstract)；分类 cs.AI

Comments Presented at 19th International Conference on Computational Urban Planning and Urban Management (CUPUM 2025)

On Kinodynamic Global Planning in a Simplicial Complex Environment: A Mixed Integer Approach

Otobong Jerome, Alexandr Klimchik, Alexander Maloletov, Geesara Kulathunga

机构 * Center of Autonomous Technologies, Innopolis University（自主技术中心，因诺波利斯大学） ； School of Computer Science, University of Lincoln（计算机科学学院，林肯大学） 纠错

专题命中 规划决策 ：planning(title,abstract)

Journal ref Mechanism and Machine Theory 215, 106172 (2025)

Agentic AI Empowered Multi-UAV Trajectory Optimization in Low-Altitude Economy Networks

Feibo Jiang, Li Dong, Xitao Pan, Kezhi Wang, Cunhua Pan

专题命中 规划决策 ：agentic(title,abstract)

Limit-Computable Grains of Truth for Arbitrary Computable Extensive-Form (Un)Known Games

Cole Wyeth, Marcus Hutter, Jan Leike, Jessica Taylor

机构 * David R. Cheriton School of Computer Science, University of Waterloo（多伦多大学大卫·R·切里顿计算机科学学院） ； Google DeepMind and Australian National University（谷歌DeepMind和澳大利亚国立大学） ； Anthropic（Anthropic公司） ； Median Group（Median集团） 纠错

专题命中 规划决策 ：agent(abstract)；planning(abstract)；multi-agent(abstract)；分类 cs.LG

Comments 42 pages; 2 figures; 7 algorithms

Synthesizing Evolving Symbolic Representations for Autonomous Systems

Gabriele Sartor, Angelo Oddi, Riccardo Rasconi, Vieri Giuliano Santucci, Rosa Meo

机构 * Institute for Cognitive Sciences and Technologies（认知科学与技术研究所） 纠错

专题命中 规划决策 ：agent(abstract)；autonomous agent(abstract)；planning(abstract)；分类 cs.AI

Journal ref Prog.Artif.Intell.(2025)

Task Offloading and Resource Allocation for MEC-assisted Consumer Internet of Vehicle Systems

Yanheng Liu, Dalin Li, Hao Wu, Zemin Sun, Weihong Qin, Jun Li, Hongyang Du, Geng Sun

专题命中 规划决策 ：agent(abstract)；multi-agent(abstract)

Representation Learning of Auxiliary Concepts for Improved Student Modeling and Exercise Recommendation

Yahya Badran, Christine Preisach

机构 * Karlsruhe University of Applied Sciences（卡尔斯鲁厄应用科学大学） ； Karlsruhe University of Education（卡尔斯鲁厄教育大学） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.AI、cs.LG

XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and Reasoning

Zhihan Zhang, Yixin Cao, Lizi Liao

机构 * School of Computing and Information Systems, Singapore Management University（计算与信息系统学院，新加坡管理大学） ； Institute of Trustworthy Embodied AI, Fudan University（可信具身人工智能研究院，复旦大学） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.CL、cs.LG

Bayesian-Driven Graph Reasoning for Active Radio Map Construction

Wenlihan Lu, Shijian Gao, Miaowen Wen, Yuxuan Liang, Liuqing Yang, Chan-Byoung Chae, H. Vincent Poor

机构 * Hong Kong University of Science and Technology (Guangzhou)（香港科技大学（广州）） ； South China University of Technology（华南理工大学） ； Yonsei University（延世大学） ； Princeton University（普林斯顿大学） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.AI

Exploration of Plan-Guided Summarization for Narrative Texts: the Case of Small Language Models

Matt Grenander, Siddharth Varia, Paula Czarnowska, Yogarshi Vyas, Kishaloy Halder, Bonan Min

机构 * AWS AI Labs（AWS人工智能实验室） ； School of Informatics, University of Edinburgh（信息学院，爱丁堡大学） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.CL

Comments Accepted to the 7th Workshop on Narrative Understanding (WNU), co-located with NAACL 2025

Urban Water Consumption Forecasting Using Deep Learning and Correlated District Metered Areas

Kleanthis Malialis, Nefeli Mavri, Stelios G. Vrachimis, Marios S. Kyriakou, Demetrios G. Eliades, Marios M. Polycarpou

机构 * KIOS Research and Innovation Center of Excellence（KIOS研究与创新中心） ； Department of Electrical and Computer Engineering（电气与计算机工程系） ； University of Cyprus（塞浦路斯大学） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.LG

Comments Keywords: urban water management, water consumption, time series forecasting

Journal ref 2025 IEEE Symposia on Computational Intelligence for Energy, Transport and Environmental Sustainability

Towards Goal-oriented Intelligent Tutoring Systems in Online Education

Yang Deng, Zifeng Ren, An Zhang, Tat-Seng Chua

机构 * Singapore Management University（新加坡国立管理学院） ； National University of Singapore（国立新加坡大学） ； University of Science and Technology of China（中国科学技术大学） 纠错

专题命中 规划决策 ：planning(abstract)；分类 cs.AI

Comments Accepted by ACM TOIS

MedOmni-45°: A Safety-Performance Benchmark for Reasoning-Oriented LLMs in Medicine

Kaiyuan Ji, Yijin Guo, Zicheng Zhang, Xiangyang Zhu, Yuan Tian, Ning Liu, Guangtao Zhai

专题命中 规划决策 ：workflow(abstract)

Comments 9 pages

Innovative Distributed Maintenance Concept: From the design to cost optimisation

Maria Di Mascolo, Zineb Simeu-Abazi, Rony Arsène Djeunang Mezafack

专题命中 规划决策 ：planning(abstract)

Journal ref International Journal of Prognostics and Health Management, 2025, 16 (2)

Highly Accurate and Diverse Traffic Data: The DeepScenario Open 3D Dataset

Oussema Dhaouadi, Johannes Meier, Luca Wahl, Jacques Kaiser, Luca Scalerandi, Nick Wandelburg, Zhuolun Zhou, Nijanthan Berinpanathan, Holger Banzhaf, Daniel Cremers

机构 * DeepScenario ； TU Munich（慕尼黑工业大学） ； Munich Center for Machine Learning（慕尼黑人工智能研究中心） 纠错

专题命中 规划决策 ：planning(abstract)