AI Agent

ByteComposer: a Human-like Melody Composition Method based on Language Model Agent

Xia Liang, Xingjian Du, Jiaju Lin, Pei Zou, Yuan Wan, Bilei Zhu

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

Vision-based DRL Autonomous Driving Agent with Sim2Real Transfer

Dianzhao Li, Ostap Okhrin

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

Prospect Personalized Recommendation on Large Language Model-based Agent Platform

Jizhi Zhang, Keqin Bao, Wenjie Wang, Yang Zhang, Wentao Shi, Wanhong Xu, Fuli Feng, Tat-Seng Chua

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

Agent-based Modeling and Simulation of Human Muscle For Development of Human Gait Analyzer Application

Sina Saadati, Mohammadreza Razzazi

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

Comments 22 pages, 15 figures, 2 tables

Position Paper: Agent AI Towards a Holistic Intelligence

Qiuyuan Huang, Naoki Wake, Bidipta Sarkar, Zane Durante, Ran Gong, Rohan Taori, Yusuke Noda, Demetri Terzopoulos, Noboru Kuno, Ade Famoti, Ashley Llorens, John Langford, Hoi Vo, Li Fei-Fei, Katsu Ikeuchi, Jianfeng Gao

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

Comments 22 pages, 4 figures. arXiv admin note: substantial text overlap with arXiv:2401.03568

Knowledge-Infused LLM-Powered Conversational Health Agent: A Case Study for Diabetes Patients

Mahyar Abbasian, Zhongqi Yang, Elahe Khatibi, Pengfei Zhang, Nitish Nagesh, Iman Azimi, Ramesh Jain, Amir M. Rahmani

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

Comments 4 pages, 3 figures, and 2 tables, conference paper

Learning to Generate Context-Sensitive Backchannel Smiles for Embodied AI Agents with Applications in Mental Health Dialogues

Maneesh Bilalpur, Mert Inan, Dorsa Zeinali, Jeffrey F. Cohn, Malihe Alikhani

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

Comments Accepted to the Machine Learning for Cognitive and Mental Health Workshop at AAAI 2024

Asynchronous Diffusion Learning with Agent Subsampling and Local Updates

Elsa Rizk, Kun Yuan, Ali H. Sayed

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

Merging plans with incomplete knowledge about actions and goals through an agent-based reputation system

Javier Carbo, Jose M Molina, Miguel A Patricio

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

Agent-based Simulation with Netlogo to Evaluate AmI Scenarios

J. Carbo, N. Sanchez, J. M. Molina

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

Digital cloning of online social networks for language-sensitive agent-based modeling of misinformation spread

Prateek Puri, Gabriel Hassler, Anton Shenk, Sai Katragadda

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

SAGE: Smart home Agent with Grounded Execution

Dmitriy Rivkin, Francois Hogan, Amal Feriani, Abhisek Konar, Adam Sigal, Steve Liu, Greg Dudek

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

Learning in Online Principal-Agent Interactions: The Power of Menus

Minbiao Han, Michael Albert, Haifeng Xu

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

Comments AAAI Conference on Artificial Intelligence (AAAI 2024)

RoboCat: A Self-Improving Generalist Agent for Robotic Manipulation

Konstantinos Bousmalis, Giulia Vezzani, Dushyant Rao, Coline Devin, Alex X. Lee, Maria Bauza, Todor Davchev, Yuxiang Zhou, Agrim Gupta, Akhil Raju, Antoine Laurens, Claudio Fantacci, Valentin Dalibard, Martina Zambelli, Murilo Martins, Rugile Pevceviciute, Michiel Blokzijl, Misha Denil, Nathan Batchelor, Thomas Lampe, Emilio Parisotto, Konrad Żołna, Scott Reed, Sergio Gómez Colmenarejo, Jon Scholz, Abbas Abdolmaleki, Oliver Groth, Jean-Baptiste Regli, Oleg Sushkov, Tom Rothörl, José Enrique Chen, Yusuf Aytar, Dave Barker, Joy Ortiz, Martin Riedmiller, Jost Tobias Springenberg, Raia Hadsell, Francesco Nori, Nicolas Heess

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

Comments Transactions on Machine Learning Research (12/2023)

Interventionally Consistent Surrogates for Agent-based Simulators

Joel Dyer, Nicholas Bishop, Yorgos Felekis, Fabio Massimo Zennaro, Anisoara Calinescu, Theodoros Damoulas, Michael Wooldridge

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

Contrast-agent-induced deterministic component of CT-density in the abdominal aorta during routine angiography: proof of concept study

Maria R. Kodenko, Yuriy A. Vasilev, Nicholas S. Kulberg, Andrey V. Samorodov, Anton V. Vladzimirskyy, Olga V. Omelyanskaya, Roman V. Reshetnikov

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

RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training

Yu-Chien Tang, Wei-Yao Wang, An-Zi Yen, Wen-Chih Peng

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

Comments Accepted by EMNLP 2023 Findings

Capture Agent Free Biosensing using Porous Silicon Arrays and Machine Learning

Simon J. Ward, Tengfei Cao, Xiang Zhou, Catie Chang, Sharon M. Weiss

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

Comments 15 pages, 3 figures, 2 tables

Journal ref Biosensors 13 (2023) 1-12

Penalization Framework For Autonomous Agents Using Answer Set Programming

Vineel S. K. Tummala

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

Comments In Proceedings ICLP 2023, arXiv:2308.14898

Journal ref EPTCS 385, 2023, pp. 411-415

Towards an On-device Agent for Text Rewriting

Yun Zhu, Yinxiao Liu, Felix Stahlberg, Shankar Kumar, Yu-hui Chen, Liangchen Luo, Lei Shu, Renjie Liu, Jindong Chen, Lei Meng

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

Look Ma, No Hands! Agent-Environment Factorization of Egocentric Videos

Matthew Chang, Aditya Prakash, Saurabh Gupta

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

Comments for project website with video, see https://matthewchang.github.io/vidm/

Improving Customer Experience in Call Centers with Intelligent Customer-Agent Pairing

S. Filippou, A. Tsiartas, P. Hadjineophytou, S. Christofides, K. Malialis, C. G. Panayiotou

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

Bayesian calibration of differentiable agent-based models

Arnau Quera-Bofarull, Ayush Chopra, Anisoara Calinescu, Michael Wooldridge, Joel Dyer

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

Comments Accepted for Oral Presentation at the AI4ABM Workshop at ICLR 2023

Trust and Reliance in Consensus-Based Explanations from an Anti-Misinformation Agent

Takane Ueno, Yeongdae Kim, Hiroki Oura, Katie Seaborn

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

Comments 7 pages

Journal ref In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI EA '23). Association for Computing Machinery, New York, NY, USA, Article 296, 1-7

Exoskeleton for the Mind: Exploring Strategies Against Misinformation with a Metacognitive Agent

Yeongdae Kim, Takane Ueno, Katie Seaborn, Hiroki Oura, Jacqueline Urakami, Yuto Sawa

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

Comments Pages 209-220

Journal ref In Proceedings of the Augmented Humans International Conference 2023 (AHs '23). Association for Computing Machinery, New York, NY, USA, 209-220

Finding Regularized Competitive Equilibria of Heterogeneous Agent Macroeconomic Models with Reinforcement Learning

Ruitu Xu, Yifei Min, Tianhao Wang, Zhaoran Wang, Michael I. Jordan, Zhuoran Yang

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

Comments 44 pages

Nearly Minimax Optimal Offline Reinforcement Learning with Linear Function Approximation: Single-Agent MDP and Markov Game

Wei Xiong, Han Zhong, Chengshuai Shi, Cong Shen, Liwei Wang, Tong Zhang

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

What A Situated Language-Using Agent Must be Able to Do: A Top-Down Analysis

David Schlangen

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

Many Episode Learning in a Modular Embodied Agent via End-to-End Interaction

Yuxuan Sun, Ethan Carlson, Rebecca Qian, Kavya Srinet, Arthur Szlam

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

fintech-kMC: Agent based simulations of financial platforms for design and testing of machine learning systems

Isaac Tamblyn, Tengkai Yu, Ian Benlolo

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

Comments To appear at AAAI-23 Bridge Program: AI for Financial Services, Washington D.C., February 7 - 8, 2023