AI Agent

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

Probabilistic Modeling of Human Teams to Infer False Beliefs

Paulo Soares, Adarsh Pyarelal, Kobus Barnard

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

Comments 8 pages, 7 figures, presented in the 2021 AAAI Fall Symposium

Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge

Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm

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

Comments 36 pages, 7 figures, 4 tables. Göttl and Pirnay contributed equally as joint first authors. Burger and Grimm contributed equally as joint last authors

Toward multi-target self-organizing pursuit in a partially observable Markov game

Lijun Sun, Yu-Cheng Chang, Chao Lyu, Ye Shi, Yuhui Shi, Chin-Teng Lin

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

Journal ref Information Sciences, Volume 648, 2023, 119475

Integrating Diverse Knowledge Sources for Online One-shot Learning of Novel Tasks

James R. Kirk, Robert E. Wray, Peter Lindes, John E. Laird

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

Comments 20 pages, 3 figures. (Added technical appendix based on reviewer feedback.)

Conveying Autonomous Robot Capabilities through Contrasting Behaviour Summaries

Peter Du, Surya Murthy, Katherine Driggs-Campbell

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

Zero-Shot Robot Manipulation from Passive Human Videos

Homanga Bharadhwaj, Abhinav Gupta, Shubham Tulsiani, Vikash Kumar

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

Comments Preprint. Under review

A Reconfigurable Data Glove for Reconstructing Physical and Virtual Grasps

Hangxin Liu, Zeyu Zhang, Ziyuan Jiao, Zhenliang Zhang, Minchen Li, Chenfanfu Jiang, Yixin Zhu, Song-Chun Zhu

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

Comments Paper accepted by Engineering

Teamwork under extreme uncertainty: AI for Pokemon ranks 33rd in the world

Nicholas R. Sarantinos

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

RoSGAS: Adaptive Social Bot Detection with Reinforced Self-Supervised GNN Architecture Search

Yingguang Yang, Renyu Yang, Yangyang Li, Kai Cui, Zhiqin Yang, Yue Wang, Jie Xu, Haiyong Xie

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

Comments 32 pages, 12 figures accpted by ACM Transactions on the Web (TWEB)

Shielding in Resource-Constrained Goal POMDPs

Michal Ajdarów, Šimon Brlej, Petr Novotný

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

Cost Splitting for Multi-Objective Conflict-Based Search

Cheng Ge, Han Zhang, Jiaoyang Li, Sven Koenig

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

Comments 11 pages

Multi-Timescale Modeling of Human Behavior

Chinmai Basavaraj, Adarsh Pyarelal, Evan Carter

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

A Linear Programming Approach for Resource-Aware Information-Theoretic Tree Abstractions

Daniel T. Larsson, Dipankar Maity, Panagiotis Tsiotras

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