AI Agent

Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation

Fan Yin, Zifeng Wang, I-Hung Hsu, Jun Yan, Ke Jiang, Yanfei Chen, Jindong Gu, Long T. Le, Kai-Wei Chang, Chen-Yu Lee, Hamid Palangi, Tomas Pfister

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

Comments 12 pages, 3 figures, 4 tables

VCA: Video Curious Agent for Long Video Understanding

Zeyuan Yang, Delin Chen, Xueyang Yu, Maohao Shen, Chuang Gan

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

Self-Training Large Language Models for Tool-Use Without Demonstrations

Ne Luo, Aryo Pradipta Gema, Xuanli He, Emile van Krieken, Pietro Lesci, Pasquale Minervini

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

Querying Databases with Function Calling

Connor Shorten, Charles Pierse, Thomas Benjamin Smith, Karel D'Oosterlinck, Tuana Celik, Erika Cardenas, Leonie Monigatti, Mohd Shukri Hasan, Edward Schmuhl, Daniel Williams, Aravind Kesiraju, Bob van Luijt

专题命中 工具调用 ：function calling(title,abstract)；分类 cs.AI

Comments Preprint. 23 pages, 7 figures

Grounded Language Agent for Product Search via Intelligent Web Interactions

Moghis Fereidouni, Adib Mosharrof, A. B. Siddique

专题命中 工具调用 ：agent(title,abstract)；分类 cs.CL

Comments 9 pages

Journal ref 2024.customnlp4u-1.7

ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario

Lucen Zhong, Zhengxiao Du, Xiaohan Zhang, Haiyi Hu, Jie Tang

专题命中 工具调用 ：function calling(title,abstract)；分类 cs.CL

Monte Carlo Tree Search with Velocity Obstacles for safe and efficient motion planning in dynamic environments

Lorenzo Bonanni, Daniele Meli, Alberto Castellini, Alessandro Farinelli

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

From Simple to Professional: A Combinatorial Controllable Image Captioning Agent

Xinran Wang, Muxi Diao, Baoteng Li, Haiwen Zhang, Kongming Liang, Zhanyu Ma

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

Comments A technical report. Project: https://github.com/xin-ran-w/CapAgent

A3C-S: Automated Agent Accelerator Co-Search towards Efficient Deep Reinforcement Learning

Yonggan Fu, Yongan Zhang, Chaojian Li, Zhongzhi Yu, Yingyan Celine Lin

专题命中 工具调用 ：agent(title,abstract)；分类 cs.LG

Comments Accepted at DAC 2021. arXiv admin note: text overlap with arXiv:2012.13091

Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search

Yonggan Fu, Zhongzhi Yu, Yongan Zhang, Yingyan Celine Lin

专题命中 工具调用 ：agent(title,abstract)；分类 cs.LG

ADC: Enhancing Function Calling Via Adversarial Datasets and Code Line-Level Feedback

Wei Zhang, Yi Zhang, Li Zhu, Qianghuai Jia, Feijun Jiang, Hongcheng Guo, Zhoujun Li, Mengping Zhou

专题命中 工具调用 ：function calling(title,abstract)；分类 cs.SE

The Dark Side of Function Calling: Pathways to Jailbreaking Large Language Models

Zihui Wu, Haichang Gao, Jianping He, Ping Wang

专题命中 工具调用 ：function calling(title,abstract)；分类 cs.AI

Creating an LLM-based AI-agent: A high-level methodology towards enhancing LLMs with APIs

Ioannis Tzachristas

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

Comments in Greek language. This Master's Thesis was supervised by Prof. Nikolaos Papaspyrou (National Technical University of Athens) and Dr. Aifen Sui (Huawei Munich Research Center). English version: pages 57-104. Original submission link: http://artemis.cslab.ece.ntua.gr:8080/jspui/handle/123456789/19180

Python Agent in Ludii

Izaias S. de Lima Neto, Marco A. A. de Aguiar Vieira, Anderson R. Tavares

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

Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigm

Rajat Khanda

专题命中 工具调用 ：agentic(title,abstract)；分类 cs.AI

SRSA: A Cost-Efficient Strategy-Router Search Agent for Real-world Human-Machine Interactions

Yaqi Wang, Haipei Xu

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

Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search

Kevin Yu, Jihye Roh, Ziang Li, Wenhao Gao, Runzhong Wang, Connor W. Coley

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

Comments NeurIPS 2024 (Spotlight)

Novelty Heuristics, Multi-Queue Search, and Portfolios for Numeric Planning

Dillon Z. Chen, Sylvie Thiébaux

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

Comments Extended version of SoCS 2024 paper

Heuristic Search for Multi-Objective Probabilistic Planning

Dillon Chen, Felipe Trevizan, Sylvie Thiébaux

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

Comments 11 pages, 4 figures, 3 tables, accepted to AAAI23

MTU-Bench: A Multi-granularity Tool-Use Benchmark for Large Language Models

Pei Wang, Yanan Wu, Zekun Wang, Jiaheng Liu, Xiaoshuai Song, Zhongyuan Peng, Ken Deng, Chenchen Zhang, Jiakai Wang, Junran Peng, Ge Zhang, Hangyu Guo, Zhaoxiang Zhang, Wenbo Su, Bo Zheng

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

Learning Generalizable Tool-use Skills through Trajectory Generation

Carl Qi, Yilin Wu, Lifan Yu, Haoyue Liu, Bowen Jiang, Xingyu Lin, David Held

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

Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis

Zhihao Zhou, Qile Liu, Jiyuan Wang, Zhen Liang

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

Comments 11 pages, 4 figures, 4 tables, submitted to AAAI 2025

See and Think: Embodied Agent in Virtual Environment

Zhonghan Zhao, Wenhao Chai, Xuan Wang, Li Boyi, Shengyu Hao, Shidong Cao, Tian Ye, Gaoang Wang

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

Comments ECCV 2024. First three authors contribute equally to this work. Project Website https://rese1f.github.io/STEVE/

An LLM Compiler for Parallel Function Calling

Sehoon Kim, Suhong Moon, Ryan Tabrizi, Nicholas Lee, Michael W. Mahoney, Kurt Keutzer, Amir Gholami

专题命中 工具调用 ：function calling(title,abstract)；分类 cs.CL

Comments ICML 2024

A Conceptual Framework for Conversational Search and Recommendation: Conceptualizing Agent-Human Interactions During the Conversational Search Process

Leif Azzopardi, Mateusz Dubiel, Martin Halvey, Jeffery Dalton

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

Journal ref The Second International Workshop on Conversational Approaches to Information Retrieval (CAIR 2018) at ACM SIGIR

Advancing the Search Frontier with AI Agents

Ryen W. White

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

Comments 11 pages, 6 figures, Accepted for publication in Communications of the ACM

Agent with Warm Start and Active Termination for Plane Localization in 3D Ultrasound

Haoran Dou, Xin Yang, Jikuan Qian, Wufeng Xue, Hao Qin, Xu Wang, Lequan Yu, Shujun Wang, Yi Xiong, Pheng-Ann Heng, Dong Ni

专题命中 工具调用 ：agent(title,abstract)；分类 cs.LG

Comments 9 pages, 5 figures, 1 table. Accepted by MICCAI 2019 (oral)

Large-Scale Multi-Robot Coverage Path Planning via Local Search

Jingtao Tang, Hang Ma

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

Comments Accepted to AAAI 2024

Agent as Cerebrum, Controller as Cerebellum: Implementing an Embodied LMM-based Agent on Drones

Haoran Zhao, Fengxing Pan, Huqiuyue Ping, Yaoming Zhou

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

Comments 17 pages, 12 figures

Learning Generalizable Tool Use with Non-rigid Grasp-pose Registration

Malte Mosbach, Sven Behnke

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

Comments Accepted for publication at IEEE CASE 2023