AI Agent

PAFFA: Premeditated Actions For Fast Agents

Shambhavi Krishna, Zheng Chen, Yuan Ling, Xiaojiang Huang, Yingjie Li, Fan Yang, Xiang Li

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

Comments 16 pages

Narrative Studio: Visual narrative exploration using LLMs and Monte Carlo Tree Search

Parsa Ghaffari, Chris Hokamp

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

ToRL: Scaling Tool-Integrated RL

Xuefeng Li, Haoyang Zou, Pengfei Liu

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

ToolGen: Unified Tool Retrieval and Calling via Generation

Renxi Wang, Xudong Han, Lei Ji, Shu Wang, Timothy Baldwin, Haonan Li

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

Comments ICLR 2025

Global-Local Tree Search in VLMs for 3D Indoor Scene Generation

Wei Deng, Mengshi Qi, Huadong Ma

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

Comments Accepted by CVPR 2025

A Schema-aware Logic Reformulation for Graph Reachability

Davide Di Pierro, Stephan Mennicke, Stefano Ferilli

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

DistDNAS: Search Efficient Feature Interactions within 2 Hours

Tunhou Zhang, Wei Wen, Igor Fedorov, Xi Liu, Buyun Zhang, Fangqiu Han, Wen-Yen Chen, Yiping Han, Feng Yan, Hai Li, Yiran Chen

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

Journal ref 2024 IEEE International Conference on Big Data

Simulation-Driven Balancing of Competitive Game Levels with Reinforcement Learning

Florian Rupp, Manuel Eberhardinger, Kai Eckert

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Preprint of the journal (IEEE Transactions on Games) paper of the same name

Journal ref IEEE Transactions on Games, vol. 16, no. 4, pp. 903-913, 2024

BI-RADS prediction of mammographic masses using uncertainty information extracted from a Bayesian Deep Learning model

Mohaddeseh Chegini, Ali Mahloojifar

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

ECKGBench: Benchmarking Large Language Models in E-commerce Leveraging Knowledge Graph

Langming Liu, Haibin Chen, Yuhao Wang, Yujin Yuan, Shilei Liu, Wenbo Su, Xiangyu Zhao, Bo Zheng

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

Fair Play in the Fast Lane: Integrating Sportsmanship into Autonomous Racing Systems

Zhenmin Huang, Ce Hao, Wei Zhan, Jun Ma, Masayoshi Tomizuka

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

Stone Soup Multi-Target Tracking Feature Extraction For Autonomous Search And Track In Deep Reinforcement Learning Environment

Jan-Hendrik Ewers, Joe Gibbs, David Anderson

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments Submitted to IEEE FUSION 2025

TRIFFID: Autonomous Robotic Aid For Increasing First Responders Efficiency

Jorgen Cani, Panagiotis Koletsis, Konstantinos Foteinos, Ioannis Kefaloukos, Lampros Argyriou, Manolis Falelakis, Iván Del Pino, Angel Santamaria-Navarro, Martin Čech, Ondřej Severa, Alessandro Umbrico, Francesca Fracasso, AndreA Orlandini, Dimitrios Drakoulis, Evangelos Markakis, Iraklis Varlamis, Georgios Th. Papadopoulos

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

How Far are LLMs from Real Search? A Comprehensive Study on Efficiency, Completeness, and Inherent Capabilities

Minhua Lin, Hui Liu, Xianfeng Tang, Jingying Zeng, Zhenwei Dai, Chen Luo, Zheng Li, Xiang Zhang, Qi He, Suhang Wang

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

Comments 31 pages, 9 figures, 18 tables

CURE: Simulation-Augmented Auto-Tuning in Robotics

Md Abir Hossen, Sonam Kharade, Jason M. O'Kane, Bradley Schmerl, David Garlan, Pooyan Jamshidi

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

Comments Accepted for publication in IEEE Transactions on Robotics (T-RO), 2025

Applications of deep reinforcement learning to urban transit network design

Andrew Holliday

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments This is a copy of my PhD thesis, which was successfully defended at McGill University in December of 2024. arXiv admin note: text overlap with arXiv:2404.05894

Attention-based UAV Trajectory Optimization for Wireless Power Transfer-assisted IoT Systems

Li Dong, Feibo Jiang, Yubo Peng

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

Journal ref IEEE Transactions on Industrial Electronics,2025

GraphFuzz: Automated Testing of Graph Algorithm Implementations with Differential Fuzzing and Lightweight Feedback

Wenqi Yan, Manuel Rigger, Anthony Wirth, Van-Thuan Pham

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

Assessing Simulation Knowledge and Proficiency Among Undergraduate Computing Students in Brazil: Insights and Results from a Survey Research

Fernando Brito Rodrigues, Valdemar Vicente Graciano Neto

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

The Breeze 2 Herd of Models: Traditional Chinese LLMs Based on Llama with Vision-Aware and Function-Calling Capabilities

MediaTek Research, :, Chan-Jan Hsu, Chia-Sheng Liu, Meng-Hsi Chen, Muxi Chen, Po-Chun Hsu, Yi-Chang Chen, Da-Shan Shiu

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

Quantile Multi-Armed Bandits with 1-bit Feedback

Ivan Lau, Jonathan Scarlett

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Comments ALT 2025

Privacy of the last iterate in cyclically-sampled DP-SGD on nonconvex composite losses

Weiwei Kong, Mónica Ribero

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

PalimpChat: Declarative and Interactive AI analytics

Chunwei Liu, Gerardo Vitagliano, Brandon Rose, Matt Prinz, David Andrew Samson, Michael Cafarella

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Mixture-of-Instructions: Aligning Large Language Models via Mixture Prompting

Bowen Xu, Shaoyu Wu, Kai Liu, Lulu Hu

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

Looking into the Future of Health-Care Services: Can Life-Like Agents Change the Future of Health-Care Services?

Mohammad Saleh Torkestani, Robert Davis, Abdolhossein Sarrafzadeh

专题命中 工具调用 ：agent(abstract)；分类 cs.AI

Comments 6 pages, 2 figures, 3rd International Conference on Machine Learning and Computing (ICMLC 2011): February 26-28, 2011, Singapore

Journal ref 3rd International Conference on Machine Learning and Computing (ICMLC 2011): February 26-28, 2011, Singapore. ISBN: 978-1-4244-9252-7

Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design

Zhi Zheng, Zhuoliang Xie, Zhenkun Wang, Bryan Hooi

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

In-distribution adversarial attacks on object recognition models using gradient-free search

Spandan Madan, Tomotake Sasaki, Hanspeter Pfister, Tzu-Mao Li, Xavier Boix

专题命中 工具调用 ：agent(abstract)；分类 cs.LG

Utilizing API Response for Test Refinement

Devika Sondhi, Ananya Sharma, Diptikalyan Saha

专题命中 工具调用 ：agent(abstract)；分类 cs.SE

LUCY: Linguistic Understanding and Control Yielding Early Stage of Her

Heting Gao, Hang Shao, Xiong Wang, Chaofan Qiu, Yunhang Shen, Siqi Cai, Yuchen Shi, Zihan Xu, Zuwei Long, Yike Zhang, Shaoqi Dong, Chaoyou Fu, Ke Li, Long Ma, Xing Sun

专题命中 工具调用 ：agent(abstract)；分类 cs.CL

Comments Demo Link: https://github.com/VITA-MLLM/LUCY

EICopilot: Search and Explore Enterprise Information over Large-scale Knowledge Graphs with LLM-driven Agents

Yuhui Yun, Huilong Ye, Xinru Li, Ruojia Li, Jingfeng Deng, Li Li, Haoyi Xiong

专题命中 工具调用 ：agent(abstract)；分类 cs.AI