AI Agent

Agent-Based modeling in Medical Research. Example in Health Economics

Philippe Saint-Pierre, Romain Demeulemeester, Nadège Costa, Nicolas Savy

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

Comments 30 pages, 16 figures

Tell Me Something That Will Help Me Trust You: A Survey of Trust Calibration in Human-Agent Interaction

George J. Cancro, Shimei Pan, James Foulds

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

Comments 8 pages, 0 figures

TrajGen: Generating Realistic and Diverse Trajectories with Reactive and Feasible Agent Behaviors for Autonomous Driving

Qichao Zhang, Yinfeng Gao, Yikang Zhang, Youtian Guo, Dawei Ding, Yunpeng Wang, Peng Sun, Dongbin Zhao

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

Diversifying Agent's Behaviors in Interactive Decision Models

Yinghui Pan, Hanyi Zhang, Yifeng Zeng, Biyang Ma, Jing Tang, Zhong Ming

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

Comments 19 pages, 15 figures

Explaining a Deep Reinforcement Learning Docking Agent Using Linear Model Trees with User Adapted Visualization

Vilde B. Gjærum, Inga Strümke, Ole Andreas Alsos, Anastasios M. Lekkas

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

ImportantAug: a data augmentation agent for speech

Viet Anh Trinh, Hassan Salami Kavaki, Michael I Mandel

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

Comments To appear in Proceeding of ICASSP 2022, May 2022

Solving Dynamic Principal-Agent Problems with a Rationally Inattentive Principal

Tong Mu, Stephan Zheng, Alexander Trott

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

Comments 22 pages, 8 figures, including appendix

Investigating the impact of free energy based behavior on human in human-agent interaction

Kazuya Horibe, Yuanxiang Fan, Yutaka Nakamura, Hiroshi Ishiguro

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

Comments 5 pages, 5 figures, AROB2022

VCG Mechanism Design with Unknown Agent Values under Stochastic Bandit Feedback

Kirthevasan Kandasamy, Joseph E. Gonzalez, Michael I. Jordan, Ion Stoica

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

ArchABM: an agent-based simulator of human interaction with the built environment. $CO_2$ and viral load analysis for indoor air quality

Iñigo Martinez, Jan L. Bruse, Ane M. Florez-Tapia, Elisabeth Viles, Igor G. Olaizola

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

Comments 28 pages, 15 figures, 5 tables. Accepted on Building and Environment Journal, Special Issue on Human interaction with the built environment

Journal ref Building and Environment Volume 207, Part B, January 2022, 108495

Arguments about Highly Reliable Agent Designs as a Useful Path to Artificial Intelligence Safety

Issa Rice, David Manheim

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

Comments 14 pages and 2 figures + 6 pages for references and appendices

An Optimal Itinerary Generation in a Configuration Space of Large Intellectual Agent Groups with Linear Logic

Dmitry Maximov

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

Comments "Management of Large-Scale Systems Development" (MLSD-2018) a full version of the conference paper

Journal ref Advances in Systems Science and Applications. 2019. Vol. 19, No 4. P. 79-86 https://ijassa.ipu.ru/index.php/ijassa/article/view/829/513

A Grounded Well-being Conversational Agent with Multiple Interaction Modes: Preliminary Results

Xinxin Yan, Ndapa Nakashole

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

Comments 9 pages

Jointly Learning Agent and Lane Information for Multimodal Trajectory Prediction

Jie Wang, Caili Guo, Minan Guo, Jiujiu Chen

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

Interesting Object, Curious Agent: Learning Task-Agnostic Exploration

Simone Parisi, Victoria Dean, Deepak Pathak, Abhinav Gupta

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

Comments Accepted at NeurIPS 2021

DeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks

Ayush Chopra, Esma Gel, Jayakumar Subramanian, Balaji Krishnamurthy, Santiago Romero-Brufau, Kalyan S. Pasupathy, Thomas C. Kingsley, Ramesh Raskar

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

Comments Accepted at Winter Simulation Conference 2021

Deep Learning for Principal-Agent Mean Field Games

Steven Campbell, Yichao Chen, Arvind Shrivats, Sebastian Jaimungal

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

Comments 22 pages, 8 Figures, 4 Tables

Comparative Validation of Machine Learning Algorithms for Surgical Workflow and Skill Analysis with the HeiChole Benchmark

Martin Wagner, Beat-Peter Müller-Stich, Anna Kisilenko, Duc Tran, Patrick Heger, Lars Mündermann, David M Lubotsky, Benjamin Müller, Tornike Davitashvili, Manuela Capek, Annika Reinke, Tong Yu, Armine Vardazaryan, Chinedu Innocent Nwoye, Nicolas Padoy, Xinyang Liu, Eung-Joo Lee, Constantin Disch, Hans Meine, Tong Xia, Fucang Jia, Satoshi Kondo, Wolfgang Reiter, Yueming Jin, Yonghao Long, Meirui Jiang, Qi Dou, Pheng Ann Heng, Isabell Twick, Kadir Kirtac, Enes Hosgor, Jon Lindström Bolmgren, Michael Stenzel, Björn von Siemens, Hannes G. Kenngott, Felix Nickel, Moritz von Frankenberg, Franziska Mathis-Ullrich, Lena Maier-Hein, Stefanie Speidel, Sebastian Bodenstedt

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

Understanding Longitudinal Dynamics of Recommender Systems with Agent-Based Modeling and Simulation

Gediminas Adomavicius, Dietmar Jannach, Stephan Leitner, Jingjing Zhang

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

Comments Paper accepted for the Workshop on Simulation Methods for Recommender Systems (SimuRec) at ACM RecSys '21

Perla: A Conversational Agent for Depression Screening in Digital Ecosystems. Design, Implementation and Validation

Raúl Arrabales

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

Comments 16 pages, 5 figures

Intelligent Agent for Hurricane Emergency Identification and Text Information Extraction from Streaming Social Media Big Data

Jingwei Huang, Wael Khallouli, Ghaith Rabadi, Mamadou Seck

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

Comments 16 pages, 3 figures, and 1 table

SCC: an efficient deep reinforcement learning agent mastering the game of StarCraft II

Xiangjun Wang, Junxiao Song, Penghui Qi, Peng Peng, Zhenkun Tang, Wei Zhang, Weimin Li, Xiongjun Pi, Jujie He, Chao Gao, Haitao Long, Quan Yuan

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

Comments ICML 2021 camera ready

North Carolina COVID-19 Agent-Based Model Framework for Hospitalization Forecasting Overview, Design Concepts, and Details Protocol

Kasey Jones, Emily Hadley, Sandy Preiss, Caroline Kery, Peter Baumgartner, Marie Stoner, Sarah Rhea

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

A Novel Semi-supervised Framework for Call Center Agent Malpractice Detection via Neural Feature Learning

Şükrü Ozan, Leonardo Obinna Iheme

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

ABEM: An Adaptive Agent-based Evolutionary Approach for Mining Influencers in Online Social Networks

Weihua Li, Yuxuan Hu, Shiqing Wu, Quan Bai, Edmund Lai

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

Comments 22 pages, 9 figures

Differentiable Agent-Based Simulation for Gradient-Guided Simulation-Based Optimization

Philipp Andelfinger

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

Comments Accepted at the 2021 ACM SIGSIM Conference Conference on Principles of Advanced Discrete Simulation (PADS'21)

Collaborative Agent Gameplay in the Pandemic Board Game

Konstantinos Sfikas, Antonios Liapis

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

Comments 11 pages

Journal ref Proceedings of the Foundations of Digital Games Conference, 2020

Interferobot: aligning an optical interferometer by a reinforcement learning agent

Dmitry Sorokin, Alexander Ulanov, Ekaterina Sazhina, Alexander Lvovsky

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

Comments Accepted at NeurIPS 2020 (spotlight presentation)

Journal ref Advances in Neural Information Processing Systems 33, 13238-13248 (2020)

Test case generation for agent-based models: A systematic literature review

Andrew G. Clark, Neil Walkinshaw, Robert M. Hierons

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

A Unifying Survey of Reinforced, Sensitive and Stigmergic Agent-Based Approaches for E-GTSP

Camelia-M. Pintea

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

Comments 9 pages, 2 figures

Journal ref Informatica. 26(3) (2015). 509-522