AI Agent - arXivDaily 专题

2501.18816 2025-02-03 cs.CL cs.AI cs.LG 67%

Large Language Models as Common-Sense Heuristics

Andrey Borro, Patricia J Riddle, Michael W Barley, Michael J Witbrock

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

Comments 7 page body, 2 page references, 5 page appendix (14 page total); 1 figure; Submitted to IJCAI2025

2501.06306 2025-01-14 cs.ET eess.SP physics.soc-ph 67%

On How Traffic Signals Impact the Fundamental Diagrams of Urban Roads

Chao Zhang, Yechen Li, Neha Arora, Carolina Osorio

专题命中工具调用：tool use(abstract)；planning(abstract)

Comments Published in the 4th Symposium on Management of Future Motorway and Urban Traffic Systems (MFTS)

2308.10144 2024-12-23 cs.LG cs.AI cs.CL 67%

ExpeL: LLM Agents Are Experiential Learners

Andrew Zhao, Daniel Huang, Quentin Xu, Matthieu Lin, Yong-Jin Liu, Gao Huang

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

Comments Accepted by the 38th Annual AAAI Conference on Artificial Intelligence (AAAI-24)

2410.09881 2024-10-22 astro-ph.IM 67%

GRRIS: a real-time intra-site observation scheduling scheme for distributed survey telescope arrays

Yajie Zhang, Ce Yu, Chao Sun, Yi Hu, Zhaohui Shang, Jizeng Wei, Xu Yang

专题命中工具调用：agent(abstract)；multi-agent(abstract)

Comments Astronomical Journal

Journal ref AJ 168 214 (2024)

2402.03148 2024-10-07 cs.LO math.LO 67%

Proof Theory and Decision Procedures for Deontic STIT Logics

Tim S. Lyon, Kees van Berkel

专题命中工具调用：agent(abstract)；multi-agent(abstract)

Comments Preprint; published in the Journal of Artificial Intelligence Research 2024

2409.10540 2024-09-18 cs.CY 67%

Beyond Flashcards: Designing an Intelligent Assistant for USMLE Mastery and Virtual Tutoring in Medical Education (A Study on Harnessing Chatbot Technology for Personalized Step 1 Prep)

Ritwik Raj Saxena

专题命中工具调用：agent(abstract)；planning(abstract)

Comments 42 pages, 15 figures, 1 table

2409.09164 2024-09-17 cs.RO 67%

Measure Preserving Flows for Ergodic Search in Convoluted Environments

Albert Xu, Bhaskar Vundurthy, Geordan Gutow, Ian Abraham, Jeff Schneider, Howie Choset

专题命中工具调用：agent(abstract)；multi-agent(abstract)

Comments 15 pages, accepted to DARS 2024

2312.14302 2024-08-06 cs.CR cs.AI cs.CL cs.LG 67%

Exploiting Novel GPT-4 APIs

Kellin Pelrine, Mohammad Taufeeque, Michał Zając, Euan McLean, Adam Gleave

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

Comments 10 pages, 1 figure, 4 tables

2305.12751 2024-07-15 cs.SE cs.AI cs.LG 67%

Testing of Deep Reinforcement Learning Agents with Surrogate Models

Matteo Biagiola, Paolo Tonella

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

Journal ref Trans. Softw. Eng. Methodol. 33, 3, Article 73 (March 2024)

2407.01725 2024-07-03 cs.CL cs.AI cs.LG 67%

DiscoveryBench: Towards Data-Driven Discovery with Large Language Models

Bodhisattwa Prasad Majumder, Harshit Surana, Dhruv Agarwal, Bhavana Dalvi Mishra, Abhijeetsingh Meena, Aryan Prakhar, Tirth Vora, Tushar Khot, Ashish Sabharwal, Peter Clark

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

Comments Website: https://github.com/allenai/discoverybench

2406.19890 2024-07-01 cs.LO 67%

Learning Branching-Time Properties in CTL and ATL via Constraint Solving

Benjamin Bordais, Daniel Neider, Rajarshi Roy

专题命中工具调用：agent(abstract)；multi-agent(abstract)

2406.16370 2024-06-25 cs.RO 67%

An Active Search Strategy with Multiple Unmanned Aerial Systems for Multiple Targets

Chuanxiang Gao, Xinyi Wang, Xi Chen, Ben M. Chen

专题命中工具调用：agent(abstract)；multi-agent(abstract)

2406.03007 2024-06-06 cs.CL cs.AI cs.CR cs.LG 67%

BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents

Yifei Wang, Dizhan Xue, Shengjie Zhang, Shengsheng Qian

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

Comments Accepted by ACL 2024

2405.10042 2024-05-17 cs.RO 67%

Optimizing Search and Rescue UAV Connectivity in Challenging Terrain through Multi Q-Learning

Mohammed M. H. Qazzaz, Syed A. R. Zaidi, Desmond C. McLernon, Abdelaziz Salama, Aubida A. Al-Hameed

专题命中工具调用：agent(abstract)；planning(abstract)

2405.02053 2024-05-06 cs.RO 67%

Solving Sequential Manipulation Puzzles by Finding Easier Subproblems

Svetlana Levit, Joaquim Ortiz-Haro, Marc Toussaint

专题命中工具调用：agent(abstract)；planning(abstract)

Comments Accepted to ICRA 2024

2404.09339 2024-04-16 cs.CL cs.AI cs.LG 67%

Towards Practical Tool Usage for Continually Learning LLMs

Jerry Huang, Prasanna Parthasarathi, Mehdi Rezagholizadeh, Sarath Chandar

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

Comments 20 pages, 11 tables, 7 figures

2311.13035 2024-04-01 cs.RO 67%

Real-Time Distributed Infrastructure-free Searching and Target Tracking via Virtual Pheromones

Joseph Prince Mathew, Cameron Nowzari

专题命中工具调用：agent(abstract)；multi-agent(abstract)

Comments 25 pages, 17 Figures

2403.17582 2024-03-27 cs.CL cs.AI cs.LG 67%

Towards a Zero-Data, Controllable, Adaptive Dialog System

Dirk Väth, Lindsey Vanderlyn, Ngoc Thang Vu

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

2309.10691 2024-03-13 cs.CL cs.AI cs.LG 67%

MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Xingyao Wang, Zihan Wang, Jiateng Liu, Yangyi Chen, Lifan Yuan, Hao Peng, Heng Ji

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

Comments ICLR 2024. Code is available on our project website: https://xingyaoww.github.io/mint-bench

2108.08062 2024-03-13 eess.SY cs.SY 67%

Concurrent Active Learning in Autonomous Airborne Source Search: Dual Control for Exploration and Exploitation

Zhongguo Li, Wen-Hua Chen, Jun Yang

专题命中工具调用：agent(abstract)；planning(abstract)

Journal ref IEEE Transactions on Automatic Control, 2023

2305.17126 2024-03-12 cs.LG cs.AI cs.CL stat.ML 67%

Large Language Models as Tool Makers

Tianle Cai, Xuezhi Wang, Tengyu Ma, Xinyun Chen, Denny Zhou

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

Comments Code available at https://github.com/ctlllll/LLM-ToolMaker

2403.04746 2024-03-08 cs.CL cs.AI cs.LG 67%

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Boshi Wang, Hao Fang, Jason Eisner, Benjamin Van Durme, Yu Su

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

Comments Code and data available at https://github.com/microsoft/simulated-trial-and-error

2309.17179 2024-02-12 cs.LG cs.AI cs.CL 67%

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Xidong Feng, Ziyu Wan, Muning Wen, Stephen Marcus McAleer, Ying Wen, Weinan Zhang, Jun Wang

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

2402.02643 2024-02-06 cs.DB cs.AI cs.CL cs.LG 67%

LLM-Enhanced Data Management

Xuanhe Zhou, Xinyang Zhao, Guoliang Li

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

2401.12574 2024-01-24 cs.MA 67%

Backpropagation Through Agents

Zhiyuan Li, Wenshuai Zhao, Lijun Wu, Joni Pajarinen

专题命中工具调用：agent(abstract)；multi-agent(abstract)

2312.13264 2023-12-21 cs.CL cs.AI cs.DB cs.IR cs.LG 67%

dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models

Pablo M. Rodriguez Bertorello, Jean Rodmond Junior Laguerre

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

Comments 8 pages, 5 figures, Association for Computational Linguistics

2309.12566 2023-12-05 cs.RO cs.SY eess.SY math.OC 67%

Recent Advances in Path Integral Control for Trajectory Optimization: An Overview in Theoretical and Algorithmic Perspectives

Muhammad Kazim, JunGee Hong, Min-Gyeom Kim, Kwang-Ki K. Kim

专题命中工具调用：agent(abstract)；multi-agent(abstract)

Comments 16 pages, 9 figures

2311.05437 2023-11-10 cs.CV cs.AI cs.CL cs.LG cs.MM 67%

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

Shilong Liu, Hao Cheng, Haotian Liu, Hao Zhang, Feng Li, Tianhe Ren, Xueyan Zou, Jianwei Yang, Hang Su, Jun Zhu, Lei Zhang, Jianfeng Gao, Chunyuan Li

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

Comments 25 pages, 25M file size. Project Page: https://llava-vl.github.io/llava-plus/

2309.16930 2023-10-02 cs.RO 67%

PONG: Probabilistic Object Normals for Grasping via Analytic Bounds on Force Closure Probability

Albert H. Li, Preston Culbertson, Aaron D. Ames

专题命中工具调用：tool use(abstract)；planning(abstract)

Comments Under review at ICRA 2024

2309.05542 2023-09-12 cs.SE cs.AI cs.CL 67%

Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications

Andrew Zhu, Liam Dugan, Alyssa Hwang, Chris Callison-Burch

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

Comments In submission to NLP-OSS

1. 工具调用 5118 篇

Large Language Models as Common-Sense Heuristics

On How Traffic Signals Impact the Fundamental Diagrams of Urban Roads

ExpeL: LLM Agents Are Experiential Learners

GRRIS: a real-time intra-site observation scheduling scheme for distributed survey telescope arrays

Proof Theory and Decision Procedures for Deontic STIT Logics

Beyond Flashcards: Designing an Intelligent Assistant for USMLE Mastery and Virtual Tutoring in Medical Education (A Study on Harnessing Chatbot Technology for Personalized Step 1 Prep)

Measure Preserving Flows for Ergodic Search in Convoluted Environments

Exploiting Novel GPT-4 APIs

Testing of Deep Reinforcement Learning Agents with Surrogate Models

DiscoveryBench: Towards Data-Driven Discovery with Large Language Models

Learning Branching-Time Properties in CTL and ATL via Constraint Solving

An Active Search Strategy with Multiple Unmanned Aerial Systems for Multiple Targets

BadAgent: Inserting and Activating Backdoor Attacks in LLM Agents

Optimizing Search and Rescue UAV Connectivity in Challenging Terrain through Multi Q-Learning

Solving Sequential Manipulation Puzzles by Finding Easier Subproblems

Towards Practical Tool Usage for Continually Learning LLMs

Real-Time Distributed Infrastructure-free Searching and Target Tracking via Virtual Pheromones

Towards a Zero-Data, Controllable, Adaptive Dialog System

MINT: Evaluating LLMs in Multi-turn Interaction with Tools and Language Feedback

Concurrent Active Learning in Autonomous Airborne Source Search: Dual Control for Exploration and Exploitation

Large Language Models as Tool Makers

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

LLM-Enhanced Data Management

Backpropagation Through Agents

dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models

Recent Advances in Path Integral Control for Trajectory Optimization: An Overview in Theoretical and Algorithmic Perspectives

LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents

PONG: Probabilistic Object Normals for Grasping via Analytic Bounds on Force Closure Probability

Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications