AI Agent

Learning secondary tool affordances of human partners using iCub robot's egocentric data

Bosong Ding, Erhan Oztop, Giacomo Spigler, Murat Kirtay

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

A metaheuristic for crew scheduling in a pickup-and-delivery problem with time windows

Mauro Lucci, Daniel Severín, Paula Zabala

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

Journal ref Intl. Trans. in Op. Res., vol. 30, 2023, pp. 970-1001

Free Energy in a Circumplex Model of Emotion

Candice Pattisapu, Tim Verbelen, Riddhi J. Pitliya, Alex B. Kiefer, Mahault Albarracin

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

POST: Email Archival, Processing and Flagging Stack for Incident Responders

Jeffrey Fairbanks

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

Comments This work was performed under the auspices of the U.S. Department of Energy by Lawrence Livermore National Laboratory under Contract DE-AC52-07NA27344. For further information or questions please reach out to fairbanks6@llnl.gov

MARLP: Time-series Forecasting Control for Agricultural Managed Aquifer Recharge

Yuning Chen, Kang Yang, Zhiyu An, Brady Holder, Luke Paloutzian, Khaled Bali, Wan Du

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

Comments Accepted by KDD 2024

Deep Maxout Network-based Feature Fusion and Political Tangent Search Optimizer enabled Transfer Learning for Thalassemia Detection

Hemn Barzan Abdalla, Awder Ahmed, Guoquan Li, Nasser Mustafa, Abdur Rashid Sangi

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

Multistep Criticality Search and Power Shaping in Microreactors with Reinforcement Learning

Majdi I. Radaideh, Leo Tunkle, Dean Price, Kamal Abdulraheem, Linyu Lin, Moutaz Elias

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments 15 pages, 3 figures, and 2 tables

Learning to Use Tools via Cooperative and Interactive Agents

Zhengliang Shi, Shen Gao, Xiuyi Chen, Yue Feng, Lingyong Yan, Haibo Shi, Dawei Yin, Pengjie Ren, Suzan Verberne, Zhaochun Ren

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Comments working in process

Diffusion-based Reinforcement Learning for Dynamic UAV-assisted Vehicle Twins Migration in Vehicular Metaverses

Yongju Tong, Jiawen Kang, Junlong Chen, Minrui Xu, Gaolei Li, Weiting Zhang, Xincheng Yan

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

Research on an Autonomous UAV Search and Rescue System Based on the Improved

Haobin Chen, Junyu Tao, Bize Zhou, Xiaoyan Liu

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

Comments 2024 5th International Conference on Computer Engineering and Application

Learning Coverage Paths in Unknown Environments with Deep Reinforcement Learning

Arvi Jonnarth, Jie Zhao, Michael Felsberg

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

Comments Accepted to the 41st International Conference on Machine Learning (ICML), 2024

Power Mean Estimation in Stochastic Monte-Carlo Tree_Search

Tuan Dam, Odalric-Ambrym Maillard, Emilie Kaufmann

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

Comments UAI 2024 conference

GOMAA-Geo: GOal Modality Agnostic Active Geo-localization

Anindya Sarkar, Srikumar Sastry, Aleksis Pirinen, Chongjie Zhang, Nathan Jacobs, Yevgeniy Vorobeychik

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 23 pages, 17 figures

Distributed agency in second language learning and teaching through generative AI

Robert Godwin-Jones

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

Comments 26 pages. Published in Language Learning & Technology, volume 28, issue 2, pp. 5-31: http://doi.org/10125/73570

Learning to Recover from Plan Execution Errors during Robot Manipulation: A Neuro-symbolic Approach

Namasivayam Kalithasan, Arnav Tuli, Vishal Bindal, Himanshu Gaurav Singh, Parag Singla, Rohan Paul

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

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

Attaining Human`s Desirable Outcomes in Human-AI Interaction via Structural Causal Games

Anjie Liu, Jianhong Wang, Haoxuan Li, Xu Chen, Jun Wang, Samuel Kaski, Mengyue Yang

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

Comments 38 pages, 5 figures

Rademacher Complexity of Neural ODEs via Chen-Fliess Series

Joshua Hanson, Maxim Raginsky

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

Comments 12 pages; final version to appear in L4DC 2024

Stable Inverse Reinforcement Learning: Policies from Control Lyapunov Landscapes

Samuel Tesfazgi, Leonhard Sprandl, Armin Lederer, Sandra Hirche

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

LENAS: Learning-based Neural Architecture Search and Ensemble for 3D Radiotherapy Dose Prediction

Yi Lin, Yanfei Liu, Hao Chen, Xin Yang, Kai Ma, Yefeng Zheng, Kwang-Ting Cheng

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

"Ask Me Anything": How Comcast Uses LLMs to Assist Agents in Real Time

Scott Rome, Tianwen Chen, Raphael Tang, Luwei Zhou, Ferhan Ture

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Consolidating LAMA with Best-First Width Search

Augusto B. Corrêa, Jendrik Seipp

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

Philosophical Specification of Empathetic Ethical Artificial Intelligence

Michael Timothy Bennett, Yoshihiro Maruyama

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments To appear in IEEE Transactions in Cognitive and Developmental Systems

Journal ref IEEE Transactions on Cognitive and Developmental Systems, vol. 14, no. 2, pp. 292-300, June 2022

Learning to Beat ByteRL: Exploitability of Collectible Card Game Agents

Radovan Haluska, Martin Schmid

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Interpretable Clustering with the Distinguishability Criterion

Ali Turfah, Xiaoquan Wen

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

From Language Models to Practical Self-Improving Computer Agents

Alex Sheng

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

HSVI-based Online Minimax Strategies for Partially Observable Stochastic Games with Neural Perception Mechanisms

Rui Yan, Gabriel Santos, Gethin Norman, David Parker, Marta Kwiatkowska

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 12 pages, 2 figures

Efficient Parking Search using Shared Fleet Data

Niklas Strauß, Lukas Rottkamp, Sebatian Schmoll, Matthias Schubert

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments Long Version; published at 2021 22nd IEEE International Conference on Mobile Data Management (MDM)

Journal ref 2021 22nd IEEE International Conference on Mobile Data Management (MDM)

Fossil 2.0: Formal Certificate Synthesis for the Verification and Control of Dynamical Models

Alec Edwards, Andrea Peruffo, Alessandro Abate

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

Comments HSCC 2024 Tool Paper

The Shutdown Problem: An AI Engineering Puzzle for Decision Theorists

Elliott Thornley

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Zero-shot Imitation Policy via Search in Demonstration Dataset

Federco Malato, Florian Leopold, Andrew Melnik, Ville Hautamaki

专题命中 工具调用 ：agent(abstract)；分类 cs.AI