AI Agent

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

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)

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

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)

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)

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

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)

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

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

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

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

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

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

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

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

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

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

Backpropagation Through Agents

Zhiyuan Li, Wenshuai Zhao, Lijun Wu, Joni Pajarinen

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

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

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

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/

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

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

A Search-Based Testing Approach for Deep Reinforcement Learning Agents

Amirhossein Zolfagharian, Manel Abdellatif, Lionel Briand, Mojtaba Bagherzadeh, Ramesh S

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

Journal ref in IEEE Transactions on Software Engineering, vol. 49, no. 7, pp. 3715-3735, July 2023

Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models

Cheng-Yu Hsieh, Si-An Chen, Chun-Liang Li, Yasuhisa Fujii, Alexander Ratner, Chen-Yu Lee, Ranjay Krishna, Tomas Pfister

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

PRIMP: PRobabilistically-Informed Motion Primitives for Efficient Affordance Learning from Demonstration

Sipu Ruan, Weixiao Liu, Xiaoli Wang, Xin Meng, Gregory S. Chirikjian

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

Comments 17 pages, 19 figures

Attacking Fake News Detectors via Manipulating News Social Engagement

Haoran Wang, Yingtong Dou, Canyu Chen, Lichao Sun, Philip S. Yu, Kai Shu

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

Comments ACM Web Conference 2023 (WWW'23)

Affective social anthropomorphic intelligent system

Md. Adyelullahil Mamun, Hasnat Md. Abdullah, Md. Golam Rabiul Alam, Muhammad Mehedi Hassan, Md. Zia Uddin

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

Comments Multimedia Tools and Applications (2023)

Artificial Influence: An Analysis Of AI-Driven Persuasion

Matthew Burtell, Thomas Woodside

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

Comments 8 pages

Pp OPF -- Pandapower Implementation of Three-phase Optimal Power Flow Model

Tomislav Antić, Andrew Keane, Tomislav Capuder

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