AI Agent

Cooperative Search and Track of Rogue Drones using Multiagent Reinforcement Learning

Panayiota Valianti, Kleanthis Malialis, Panayiotis Kolios, Georgios Ellinas

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

A Survey on Multi-Turn Interaction Capabilities of Large Language Models

Chen Zhang, Xinyi Dai, Yaxiong Wu, Qu Yang, Yasheng Wang, Ruiming Tang, Yong Liu

专题命中 工具调用 ：agentic(abstract)；分类 cs.CL

Comments Draft Version, 14 pages, Ongoing refinement over time

Evolving Deeper LLM Thinking

Kuang-Huei Lee, Ian Fischer, Yueh-Hua Wu, Dave Marwood, Shumeet Baluja, Dale Schuurmans, Xinyun Chen

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Jochre 3 and the Yiddish OCR corpus

Assaf Urieli, Amber Clooney, Michelle Sigiel, Grisha Leyfer

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL

Comments 10 pages, 4 figures

Beyond Item Dissimilarities: Diversifying by Intent in Recommender Systems

Yuyan Wang, Cheenar Banerjee, Samer Chucri, Fabio Soldo, Sriraj Badam, Ed H. Chi, Minmin Chen

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Stochastic normalizing flows for Effective String Theory

Michele Caselle, Elia Cellini, Alessandro Nada

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Comments 1+ 10 pages, 2 figures, contribution for the 41st International Symposium on Lattice Field Theory (Lattice 2024), 28 July - 3 August 2024, Liverpool, UK; v2: 1+ 10 pages, 2 figures, reference added

Fundamental Risks in the Current Deployment of General-Purpose AI Models: What Have We (Not) Learnt From Cybersecurity?

Mario Fritz

专题命中 工具调用 ：tool-use(abstract)；分类 cs.AI

FRTP: Federating Route Search Records to Enhance Long-term Traffic Prediction

Hangli Ge, Xiaojie Yang, Itsuki Matsunaga, Dizhi Huang, Noboru Koshizuka

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments Accepted by IEEE BigData 2024

A MapReduce Approach to Effectively Utilize Long Context Information in Retrieval Augmented Language Models

Gongbo Zhang, Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu, Justin F. Rousseau, Ziyang Xu, Zhiyong Lu, Chunhua Weng, Yifan Peng

专题命中 工具调用 ：workflow(abstract)；分类 cs.CL

Scalable Reinforcement Learning-based Neural Architecture Search

Amber Cassimon, Siegfried Mercelis, Kevin Mets

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 33 Pages, 19 Figures

Transformers Can Navigate Mazes With Multi-Step Prediction

Niklas Nolte, Ouail Kitouni, Adina Williams, Mike Rabbat, Mark Ibrahim

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 20 pages, 15 figures

Integrated trucks assignment and scheduling problem with mixed service mode docks: A Q-learning based adaptive large neighborhood search algorithm

Yueyi Li, Mehrdad Mohammadi, Xiaodong Zhang, Yunxing Lan, Willem van Jaarsveld

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 29 pages, 12 figures, 15 tables

Enhancing Retail Sales Forecasting with Optimized Machine Learning Models

Priyam Ganguly, Isha Mukherjee

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 2024 4th International Conference on Sustainable Expert Systems (ICSES)

OKG: On-the-Fly Keyword Generation in Sponsored Search Advertising

Zhao Wang, Briti Gangopadhyay, Mengjie Zhao, Shingo Takamatsu

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Scaffold or Crutch? Examining College Students' Use and Views of Generative AI Tools for STEM Education

Karen D. Wang, Zhangyang Wu, L'Nard Tufts, Carl Wieman, Shima Salehi, Nick Haber

专题命中 工具调用 ：tool use(abstract)；分类 cs.AI

Non-iterative Optimization of Trajectory and Radio Resource for Aerial Network

Hyeonsu Lyu, Jonggyu Jang, Harim Lee, Hyun Jong Yang

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments This paper has been accepted for publication in the IEEE Transactions on Wireless Communications

Resolving Multiple-Dynamic Model Uncertainty in Hypothesis-Driven Belief-MDPs

Ofer Dagan, Tyler Becker, Zachary N. Sunberg

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 8 pages, 4 figures, submitted to AAMAS 2025

Shrinking POMCP: A Framework for Real-Time UAV Search and Rescue

Yunuo Zhang, Baiting Luo, Ayan Mukhopadhyay, Daniel Stojcsics, Daniel Elenius, Anirban Roy, Susmit Jha, Miklos Maroti, Xenofon Koutsoukos, Gabor Karsai, Abhishek Dubey

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments Accepted to the The 3rd International Conference on Assured Autonomy

Upside-Down Reinforcement Learning for More Interpretable Optimal Control

Juan Cardenas-Cartagena, Massimiliano Falzari, Marco Zullich, Matthia Sabatelli

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Reinforced Disentanglers on Random Unitary Circuits

Ning Bao, Keiichiro Furuya, Gun Suer

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 9 pages, 7 figures, 1 table. Submitted to QIP 2025

Navigating AI in Social Work and Beyond: A Multidisciplinary Review

Matt Victor Dalziel, Krystal Schaffer, Neil Martin

专题命中 工具调用 ：tool use(abstract)；分类 cs.AI

Comments 30 pages

Learning Formal Mathematics From Intrinsic Motivation

Gabriel Poesia, David Broman, Nick Haber, Noah D. Goodman

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments NeurIPS 2024 Oral

Symbolic Equation Solving via Reinforcement Learning

Lennart Dabelow, Masahito Ueda

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 15 pages, 5 figures + appendices 21 pages, 2 figures, 16 tables

Journal ref Neurocomputing 613, 128732 (2024)

Mixed variable structural optimization using mixed variable system Monte Carlo tree search formulation

Fu-Yao Ko, Katsuyuki Suzuki, Kazuo Yonekura

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 37 pages, 19 figures, 7 tables. arXiv admin note: text overlap with arXiv:2309.06045

Multi-officer Routing for Patrolling High Risk Areas Jointly Learned from Check-ins, Crime and Incident Response Data

Shakila Khan Rumi, Kyle K. Qin, Flora D. Salim

专题命中 工具调用 ：planning(abstract)；分类 cs.LG

Comments 10 pages, 7 figures; This work has been submitted to the IEEE for possible publication

Enhancing Reinforcement Learning Through Guided Search

Jérôme Arjonilla, Abdallah Saffidine, Tristan Cazenave

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments Accepted Paper at ECAI 2024; Extended Version

Soft Attention: Does it Actually Help to Learn Social Interactions in Pedestrian Trajectory Prediction?

Laurent Boucaud, Daniel Aloise, Nicolas Saunier

专题命中 工具调用 ：tool use(abstract)；分类 cs.LG

Comments This work has been submitted to the IEEE for possible publication

Applying Neural Monte Carlo Tree Search to Unsignalized Multi-intersection Scheduling for Autonomous Vehicles

Yucheng Shi, Wenlong Wang, Xiaowen Tao, Ivana Dusparic, Vinny Cahill

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

NutrifyAI: An AI-Powered System for Real-Time Food Detection, Nutritional Analysis, and Personalized Meal Recommendations

Michelle Han, Junyao Chen, Zhengyuan Zhou

专题命中 工具调用 ：planning(abstract)；分类 cs.AI

Comments 4 pages, 8 figures

You Shall Know a Tool by the Traces it Leaves: The Predictability of Sentiment Analysis Tools

Daniel Baumartz, Mevlüt Bagci, Alexander Henlein, Maxim Konca, Andy Lücking, Alexander Mehler

专题命中 工具调用 ：tool use(abstract)；分类 cs.CL