AI Agent

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

QLAMMP: A Q-Learning Agent for Optimizing Fees on Automated Market Making Protocols

Dev Churiwala, Bhaskar Krishnamachari

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

Agent-Specific Deontic Modality Detection in Legal Language

Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger

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

Comments Accepted at EMNLP 2022

An Agent-based Approach to Automated Game Testing: an Experience Report

I. S. W. B. Prasetya, Fernando Pastor Ricós, Fitsum Kifetew, Davide Prandi, Samira Shirzadeh-hajimahmood, Tanja E. J. Vos, Premysl Paska, Karel Hovorska, Raihana Ferdous, Angelo Susi, Joseph Davidson

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

Paused Agent Replay Refresh

Benjamin Parr

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

Towards a Sentiment-Aware Conversational Agent

Isabel Dias, Ricardo Rei, Patrícia Pereira, Luisa Coheur

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

Quantum Model Learning Agent: characterisation of quantum systems through machine learning

Brian Flynn, Antonio Andreas Gentile, Nathan Wiebe, Raffaele Santagati, Anthony Laing

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

Comments 29 pages, 7 figures

BEHAVIOR in Habitat 2.0: Simulator-Independent Logical Task Description for Benchmarking Embodied AI Agents

Ziang Liu, Roberto Martín-Martín, Fei Xia, Jiajun Wu, Li Fei-Fei

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

MEAT: Maneuver Extraction from Agent Trajectories

Julian Schmidt, Julian Jordan, David Raba, Tobias Welz, Klaus Dietmayer

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

Comments Accepted at IEEE Intelligent Vehicles Symposium (IV) 2022 2nd Workshop on Autonomy@Scale

Towards Explainable Social Agent Authoring tools: A case study on FAtiMA-Toolkit

Manuel Guimarães, Joana Campos, Pedro A. Santos, João Dias, Rui Prada

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

Comments 24 Pages, 6 figures, in submission limbo

Machine learning applications for electricity market agent-based models: A systematic literature review

Alexander J. M. Kell, Stephen McGough, Matthew Forshaw

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

Using machine learning on new feature sets extracted from 3D models of broken animal bones to classify fragments according to break agent

Katrina Yezzi-Woodley, Alexander Terwilliger, Jiafeng Li, Eric Chen, Martha Tappen, Jeff Calder, Peter J. Olver

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