AI Agent

AutoLoop: Fast Visual SLAM Fine-tuning through Agentic Curriculum Learning

Assaf Lahiany, Oren Gal

机构 * University of Haifa（海法大学） ； Leon H. Charney School of Marine Sciences（莱昂·H·查尼海洋科学学院） ； Hatter Department of Marine Technologies（哈特海洋技术系） ； Swarm & AI Lab (SAIL)（群体与人工智能实验室（SAIL）） 纠错

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

Asynchronous LLM Function Calling

In Gim, Seung-seob Lee, Lin Zhong

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

Infant Agent: A Tool-Integrated, Logic-Driven Agent with Cost-Effective API Usage

Bin Lei, Yuchen Li, Yiming Zeng, Tao Ren, Yi Luo, Tianyu Shi, Zitian Gao, Zeyu Hu, Weitai Kang, Qiuwu Chen

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

Nova: An Iterative Planning and Search Approach to Enhance Novelty and Diversity of LLM Generated Ideas

Xiang Hu, Hongyu Fu, Jinge Wang, Yifeng Wang, Zhikun Li, Renjun Xu, Yu Lu, Yaochu Jin, Lili Pan, Zhenzhong Lan

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

You Have Thirteen Hours in Which to Solve the Labyrinth: Enhancing AI Game Masters with Function Calling

Jaewoo Song, Andrew Zhu, Chris Callison-Burch

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

Comments Wordplay Workshop @ ACL 2024

HoneyComb: A Flexible LLM-Based Agent System for Materials Science

Huan Zhang, Yu Song, Ziyu Hou, Santiago Miret, Bang Liu

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

Comments Under Review on EMNLP 2024

ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions

Jingheng Ye, Yong Jiang, Xiaobin Wang, Yinghui Li, Yangning Li, Hai-Tao Zheng, Pengjun Xie, Fei Huang

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

Comments 17 pages, 13 tables, 6 figures. Under review

Don't Fine-Tune, Decode: Syntax Error-Free Tool Use via Constrained Decoding

Kexun Zhang, Hongqiao Chen, Lei Li, William Wang

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

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Zekun Li, Zhiyu Zoey Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Luna Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook

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

Comments ACL 2024 Main. Code available at: https://github.com/facebookresearch/FnCTOD

An LLM-Tool Compiler for Fused Parallel Function Calling

Simranjit Singh, Andreas Karatzas, Michael Fore, Iraklis Anagnostopoulos, Dimitrios Stamoulis

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

Human-Centric Aware UAV Trajectory Planning in Search and Rescue Missions Employing Multi-Objective Reinforcement Learning with AHP and Similarity-Based Experience Replay

Mahya Ramezani, Jose Luis Sanchez-Lopez

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

CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models

Peiyuan Gong, Jiamian Li, Jiaxin Mao

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

Comments 4 pages, demo

Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia

Alexander Sasha Vezhnevets, John P. Agapiou, Avia Aharon, Ron Ziv, Jayd Matyas, Edgar A. Duéñez-Guzmán, William A. Cunningham, Simon Osindero, Danny Karmon, Joel Z. Leibo

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

Comments 32 pages, 5 figures

Character-LLM: A Trainable Agent for Role-Playing

Yunfan Shao, Linyang Li, Junqi Dai, Xipeng Qiu

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

Comments To appear at EMNLP 2023; Repo at https://github.com/choosewhatulike/trainable-agents

Hybrid Search for Efficient Planning with Completeness Guarantees

Kalle Kujanpää, Joni Pajarinen, Alexander Ilin

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

Comments NeurIPS 2023 Poster

On the Planning, Search, and Memorization Capabilities of Large Language Models

Yunhao Yang, Anshul Tomar

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

Comments 13 pages, 2 figures

Ericson: An Interactive Open-Domain Conversational Search Agent

Zihao Wang, Ali Ahmadvand, Jason Choi, Payam Karisani, Eugene Agichtein

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

Comments pre-print

Planning and Learning Using Adaptive Entropy Tree Search

Piotr Kozakowski, Mikołaj Pacek, Piotr Miłoś

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

Agent-based Collaborative Random Search for Hyper-parameter Tuning and Global Function Optimization

Ahmad Esmaeili, Zahra Ghorrati, Eric T. Matson

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

Rapid trial-and-error learning with simulation supports flexible tool use and physical reasoning

Kelsey R. Allen, Kevin A. Smith, Joshua B. Tenenbaum

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

Comments This manuscript is in press at PNAS. It is an extended version of a paper "Rapid Trial-and-Error Learning in Physical Problem Solving" accepted for oral presentation at the 41st Annual Meeting of the Cognitive Science Society (2019). It represents ongoing work on the part of the authors

CAISE: Conversational Agent for Image Search and Editing

Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal

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

Comments AAAI 2022 (11 pages)

Emergence of Different Modes of Tool Use in a Reaching and Dragging Task

Khuong Nguyen, Yoonsuck Choe

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

Comments 11 pages, 10 figures, 14 pdf-embedded animations

Dream and Search to Control: Latent Space Planning for Continuous Control

Anurag Koul, Varun V. Kumar, Alan Fern, Somdeb Majumdar

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

Comments Preprint

On Value Functions and the Agent-Environment Boundary

Nan Jiang

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

Comments 16 pages

WES: Agent-based User Interaction Simulation on Real Infrastructure

John Ahlgren, Maria Eugenia Berezin, Kinga Bojarczuk, Elena Dulskyte, Inna Dvortsova, Johann George, Natalija Gucevska, Mark Harman, Ralf Lämmel, Erik Meijer, Silvia Sapora, Justin Spahr-Summers

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

Comments Author order is alphabetical. Correspondence to Mark Harman (markharman@fb.com). This paper appears in GI 2020: 8th International Workshop on Genetic Improvement

Proactive Intention Recognition for Joint Human-Robot Search and Rescue Missions through Monte-Carlo Planning in POMDP Environments

Dimitri Ognibene, Lorenzo Mirante, Letizia Marchegiani

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

Reasoning and Generalization in RL: A Tool Use Perspective

Sam Wenke, Dan Saunders, Mike Qiu, Jim Fleming

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

Comments 13 pages, 5 figures

A Deep Q-Learning Agent for the L-Game with Variable Batch Training

Petros Giannakopoulos, Yannis Cotronis

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

Analysis of Agent Expertise in Ms. Pac-Man using Value-of-Information-based Policies

Isaac J. Sledge, Jose C. Principe

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

Comments IEEE Transactions on Computational Intelligence and Artificial Intelligence in Games

Dissecting Agentic RAG: A Component Ablation for Multi-Hop QA with a Local 7B Model

解析智能体RAG：基于本地7B模型的多跳问答组件消融研究

Sheroz Shaikh

机构 * Independent Researcher（独立研究员） 纠错

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

AI总结 通过消融实验，发现固定混合检索和短检索循环对多跳问答贡献最大，自适应路由和深度循环并非必要。

Comments 8 pages, 4 figures, 4 tables. Code: https://github.com/sherozshaikh/agentic-rag-eval