AI Agent

Put Your Money Where Your Mouth Is: Evaluating Strategic Planning and Execution of LLM Agents in an Auction Arena

Jiangjie Chen, Siyu Yuan, Rong Ye, Bodhisattwa Prasad Majumder, Kyle Richardson

专题命中 Agent评测 ：planning(title,abstract)；分类 cs.AI、cs.CL

Comments Project page: https://auction-arena.github.io

Mind the Model, Not the Agent: The Primacy Bias in Model-based RL

Zhongjian Qiao, Jiafei Lyu, Xiu Li

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted by European Conference on Artificial Intelligence (ECAI) 2024

New Curriculum, New Chance -- Retrieval Augmented Generation for Lesson Planning in Ugandan Secondary Schools. Prototype Quality Evaluation

Simon Kloker, Herbertson Bukoli, Twaha Kateete

专题命中 Agent评测 ：planning(title,abstract)；分类 cs.AI、cs.LG

Comments Presented at Ndejje University Second Annual Research Dissemination Symposium 2024

An In-Context Learning Agent for Formal Theorem-Proving

Amitayush Thakur, George Tsoukalas, Yeming Wen, Jimmy Xin, Swarat Chaudhuri

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Towards Automated Functional Equation Proving: A Benchmark Dataset and A Domain-Specific In-Context Agent

Mahdi Buali, Robert Hoehndorf

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments 11 pages

OmniACT: A Dataset and Benchmark for Enabling Multimodal Generalist Autonomous Agents for Desktop and Web

Raghav Kapoor, Yash Parag Butala, Melisa Russak, Jing Yu Koh, Kiran Kamble, Waseem Alshikh, Ruslan Salakhutdinov

专题命中 Agent评测 ：autonomous agent(title)；agent(abstract)；分类 cs.AI、cs.CL

Graceful task adaptation with a bi-hemispheric RL agent

Grant Nicholas, Levin Kuhlmann, Gideon Kowadlo

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Predicting vs. Acting: A Trade-off Between World Modeling & Agent Modeling

Margaret Li, Weijia Shi, Artidoro Pagnoni, Peter West, Ari Holtzman

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

Is persona enough for personality? Using ChatGPT to reconstruct an agent's latent personality from simple descriptions

Yongyi Ji, Zhisheng Tang, Mayank Kejriwal

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments Accepted to the ICML 2024 Workshop on Large Language Models and Cognition

GeneAgent: Self-verification Language Agent for Gene Set Knowledge Discovery using Domain Databases

Zhizheng Wang, Qiao Jin, Chih-Hsuan Wei, Shubo Tian, Po-Ting Lai, Qingqing Zhu, Chi-Ping Day, Christina Ross, Zhiyong Lu

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments 30 pages with 10 figures and/or tables

Agent-oriented Joint Decision Support for Data Owners in Auction-based Federated Learning

Xiaoli Tang, Han Yu, Xiaoxiao Li

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Characteristic AI Agents via Large Language Models

Xi Wang, Hongliang Dai, Shen Gao, Piji Li

专题命中 Agent评测 ：AI agent(title,abstract)；分类 cs.AI、cs.CL

Comments COLING 2024,The benchmark is available at: https://github.com/nuaa-nlp/Character100

Federated Learning of Socially Appropriate Agent Behaviours in Simulated Home Environments

Saksham Checker, Nikhil Churamani, Hatice Gunes

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted at the Workshop on Lifelong Learning and Personalization in Long-Term Human-Robot Interaction (LEAP-HRI) at the 19th ACM/IEEE International Conference on Human-Robot Interaction (HRI), 2024

Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent

Xinyuan Wang, Dongjie Wang, Wangyang Ying, Rui Xie, Haifeng Chen, Yanjie Fu

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Can Large Language Models be Trusted for Evaluation? Scalable Meta-Evaluation of LLMs as Evaluators via Agent Debate

Steffi Chern, Ethan Chern, Graham Neubig, Pengfei Liu

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

Contracting with a Learning Agent

Guru Guruganesh, Yoav Kolumbus, Jon Schneider, Inbal Talgam-Cohen, Emmanouil-Vasileios Vlatakis-Gkaragkounis, Joshua R. Wang, S. Matthew Weinberg

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis

Haochun Wang, Sendong Zhao, Zewen Qiang, Nuwa Xi, Bing Qin, Ting Liu

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

On-Time Delivery in Crowdshipping Systems: An Agent-Based Approach Using Streaming Data

Jeremias Dötterl, Ralf Bruns, Jürgen Dunkel, Sascha Ossowski

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Journal ref Frontiers in Artificial Intelligence and Applications. Volume 325: ECAI 2020. Pages 51-58

XGBoost Learning of Dynamic Wager Placement for In-Play Betting on an Agent-Based Model of a Sports Betting Exchange

Chawin Terawong, Dave Cliff

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted for presentation/publication at the 16th International Conference on Agents and Artificial Intelligence (ICAART2024); Rome, Italy, 24-26 February 2024. 13 pages; 18 figures

AFSPP: Agent Framework for Shaping Preference and Personality with Large Language Models

Zihong He, Changwang Zhang

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

Large Language Models Empowered Agent-based Modeling and Simulation: A Survey and Perspectives

Chen Gao, Xiaochong Lan, Nian Li, Yuan Yuan, Jingtao Ding, Zhilun Zhou, Fengli Xu, Yong Li

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments 37 pages

ADAPTER-RL: Adaptation of Any Agent using Reinforcement Learning

Yizhao Jin, Greg Slabaugh, Simon Lucas

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

tagE: Enabling an Embodied Agent to Understand Human Instructions

Chayan Sarkar, Avik Mitra, Pradip Pramanick, Tapas Nayak

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted in EMNLP Findings 2023

ChatLogo: A Large Language Model-Driven Hybrid Natural-Programming Language Interface for Agent-based Modeling and Programming

John Chen, Uri Wilensky

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.SE

Comments Constructionism 2023 Conference

Learning to Incentivize Information Acquisition: Proper Scoring Rules Meet Principal-Agent Model

Siyu Chen, Jibang Wu, Yifan Wu, Zhuoran Yang

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments 35 pages, adding an impossible result (Lemma 3.2) with its proof in Section D.1

Learning Heterogeneous Agent Cooperation via Multiagent League Training

Qingxu Fu, Xiaolin Ai, Jianqiang Yi, Tenghai Qiu, Wanmai Yuan, Zhiqiang Pu

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Journal ref 2023 World Congress of the International Federation of Automatic Control

Agent-based Simulation for Online Mental Health Matching

Yuhan Liu, Anna Fang, Glen Moriarty, Robert Kraut, Haiyi Zhu

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Build generally reusable agent-environment interaction models

Jun Jin, Hongming Zhang, Jun Luo

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted in Foundation Models for Decision Making Workshop at Neural Information Processing Systems, 2022. Slides: https://docs.google.com/presentation/d/1PMS2xwTcztP2pPk1bsjqkQscI39Wy5tpmoE5-_ZC7Fo/edit?usp=sharing

ScienceWorld: Is your Agent Smarter than a 5th Grader?

Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté, Prithviraj Ammanabrolu

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.CL

Comments Accepted to EMNLP 2022

Learning to Cooperate with Unseen Agent via Meta-Reinforcement Learning

Rujikorn Charakorn, Poramate Manoonpong, Nat Dilokthanakul

专题命中 Agent评测 ：agent(title,abstract)；分类 cs.AI、cs.LG

Comments Accepted as extended abstract at AAMAS 2021