AI Agent

Lipschitz Lifelong Monte Carlo Tree Search for Mastering Non-Stationary Tasks

Zuyuan Zhang, Tian Lan

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

Comments 6 figures

Highway Graph to Accelerate Reinforcement Learning

Zidu Yin, Zhen Zhang, Dong Gong, Stefano V. Albrecht, Javen Q. Shi

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

Comments Published in TMLR

Threshold UCT: Cost-Constrained Monte Carlo Tree Search with Pareto Curves

Martin Kurečka, Václav Nevyhoštěný, Petr Novotný, Vít Unčovský

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

Enhancing Function-Calling Capabilities in LLMs: Strategies for Prompt Formats, Data Integration, and Multilingual Translation

Yi-Chang Chen, Po-Chun Hsu, Chan-Jan Hsu, Da-shan Shiu

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

Harnessing LLM to Attack LLM-Guarded Text-to-Image Models

Yimo Deng, Huangxun Chen

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

Comments 10 pages, 7 figures, under review

USimAgent: Large Language Models for Simulating Search Users

Erhan Zhang, Xingzhu Wang, Peiyuan Gong, Yankai Lin, Jiaxin Mao

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

SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning

Yizhou Chi, Yizhang Lin, Sirui Hong, Duyi Pan, Yaying Fei, Guanghao Mei, Bangbang Liu, Tianqi Pang, Jacky Kwok, Ceyao Zhang, Bang Liu, Chenglin Wu

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

Comments The code is available at https://github.com/geekan/MetaGPT

Human-Robot Collaborative Minimum Time Search through Sub-priors in Ant Colony Optimization

Oscar Gil Viyuela, Alberto Sanfeliu

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

SEAL: Suite for Evaluating API-use of LLMs

Woojeong Kim, Ashish Jagmohan, Aditya Vempaty

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

Ontology-driven Reinforcement Learning for Personalized Student Support

Ryan Hare, Ying Tang

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

Comments 6 pages, 3 figures, in press for IEEE Systems, Man, and Cybernetics 2024 Conference

Intelligent OPC Engineer Assistant for Semiconductor Manufacturing

Guojin Chen, Haoyu Yang, Bei Yu, Haoxing Ren

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

On the Completeness of Conflict-Based Search: Temporally-Relative Duplicate Pruning

Thayne T Walker, Nathan R Sturtevant

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

Comments 9 pages, 4 figures, 2 tables

KnowPC: Knowledge-Driven Programmatic Reinforcement Learning for Zero-shot Coordination

Yin Gu, Qi Liu, Zhi Li, Kai Zhang

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

Infinite Ends from Finite Samples: Open-Ended Goal Inference as Top-Down Bayesian Filtering of Bottom-Up Proposals

Tan Zhi-Xuan, Gloria Kang, Vikash Mansinghka, Joshua B. Tenenbaum

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

Comments Accepted for publication at CogSci 2024. 6 pages, 4 figures. (Appendix: 5 pages, 6 figures, 2 tables)

Faster Optimal Coalition Structure Generation via Offline Coalition Selection and Graph-Based Search

Redha Taguelmimt, Samir Aknine, Djamila Boukredera, Narayan Changder, Tuomas Sandholm

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

Enhancing Mobile "How-to" Queries with Automated Search Results Verification and Reranking

Lei Ding, Jeshwanth Bheemanpally, Yi Zhang

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

Comments 13 pages, 3 figures, Gen-IR@SIGIR2024 workshop

Tree Search for Simultaneous Move Games via Equilibrium Approximation

Ryan Yu, Alex Olshevsky, Peter Chin

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

Comments 9 pages, 5 tables, 1 figure

Introducing Tales of Tribute AI Competition

Jakub Kowalski, Radosław Miernik, Katarzyna Polak, Dominik Budzki, Damian Kowalik

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

Comments Extended version of IEEE Conference on Games 2024 paper

Machine Learning Infused Distributed Optimization for Coordinating Virtual Power Plant Assets

Meiyi Li, Javad Mohammadi

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

Stimulating student engagement with an AI board game tournament

Ken Hasselmann, Quentin Lurkin

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

Comments Presented in Teaching Machine Learning Workshop at ECML 2022 (https://teaching-ml.github.io/2022/)

Journal ref Proceedings of Machine Learning Research, 2023

ITA-ECBS: A Bounded-Suboptimal Algorithm for the Combined Target-Assignment and Path-Finding Problem

Yimin Tang, Sven Koenig, Jiaoyang Li

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

A Real-Time Rescheduling Algorithm for Multi-robot Plan Execution

Ying Feng, Adittyo Paul, Zhe Chen, Jiaoyang Li

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

Comments ICAPS 2024

LLM Agents can Autonomously Hack Websites

Richard Fang, Rohan Bindu, Akul Gupta, Qiusi Zhan, Daniel Kang

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

AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls

Yu Du, Fangyun Wei, Hongyang Zhang

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

Regulation Games for Trustworthy Machine Learning

Mohammad Yaghini, Patty Liu, Franziska Boenisch, Nicolas Papernot

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

Robust Imitation Learning for Automated Game Testing

Pierluigi Vito Amadori, Timothy Bradley, Ryan Spick, Guy Moss

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

Clique Analysis and Bypassing in Continuous-Time Conflict-Based Search

Thayne T. Walker, Nathan R. Sturtevant, Ariel Felner

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

Understanding and Estimating Domain Complexity Across Domains

Katarina Doctor, Mayank Kejriwal, Lawrence Holder, Eric Kildebeck, Emma Resmini, Christopher Pereyda, Robert J. Steininger, Daniel V. Olivença

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

Comments 34 pages, 13 figures, 7 tables. arXiv admin note: substantial text overlap with arXiv:2303.04141

Quality Diversity in the Amorphous Fortress (QD-AF): Evolving for Complexity in 0-Player Games

Sam Earle, M Charity, Dipika Rajesh, Mayu Wilson, Julian Togelius

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

Comments 18 pages, 7 figures, ALOE workship at NeurIPS 2023

Large Language Models are Zero Shot Hypothesis Proposers

Biqing Qi, Kaiyan Zhang, Haoxiang Li, Kai Tian, Sihang Zeng, Zhang-Ren Chen, Bowen Zhou

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

Comments Instruction Workshop @ NeurIPS 2023