AI Agent

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

Models we Can Trust: Toward a Systematic Discipline of (Agent-Based) Model Interpretation and Validation

Gabriel Istrate

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

Comments prevliminary version of paper to appear in AAMAS'21 Blue Sky Track

How to Identify Investor's types in real financial markets by means of agent based simulation

Filippo Neri

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

Comments 18 pages, in press

Modelling Human Routines: Conceptualising Social Practice Theory for Agent-Based Simulation

Rijk Mercuur, Virginia Dignum, Catholijn M. Jonker

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

Human-Agent Cooperation in Bridge Bidding

Edward Lockhart, Neil Burch, Nolan Bard, Sebastian Borgeaud, Tom Eccles, Lucas Smaira, Ray Smith

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

COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing

Prateek Gupta, Tegan Maharaj, Martin Weiss, Nasim Rahaman, Hannah Alsdurf, Abhinav Sharma, Nanor Minoyan, Soren Harnois-Leblanc, Victor Schmidt, Pierre-Luc St. Charles, Tristan Deleu, Andrew Williams, Akshay Patel, Meng Qu, Olexa Bilaniuk, Gaétan Marceau Caron, Pierre Luc Carrier, Satya Ortiz-Gagné, Marc-Andre Rousseau, David Buckeridge, Joumana Ghosn, Yang Zhang, Bernhard Schölkopf, Jian Tang, Irina Rish, Christopher Pal, Joanna Merckx, Eilif B. Muller, Yoshua Bengio

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

Accurate Calibration of Agent-based Epidemiological Models with Neural Network Surrogates

Rushil Anirudh, Jayaraman J. Thiagarajan, Peer-Timo Bremer, Timothy C. Germann, Sara Y. Del Valle, Frederick H. Streitz

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

Learning Theory for Inferring Interaction Kernels in Second-Order Interacting Agent Systems

Jason Miller, Sui Tang, Ming Zhong, Mauro Maggioni

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

Comments 68 pages

Robust Reinforcement Learning-based Autonomous Driving Agent for Simulation and Real World

Péter Almási, Róbert Moni, Bálint Gyires-Tóth

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

Comments \c{opyright} 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent

Yun-Hsuan Jen, Chieh-Yang Huang, Mei-Hua Chen, Ting-Hao 'Kenneth' Huang, Lun-Wei Ku

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

Comments 9 pages, to appear in EMNLP 2020 as a long paper

Finding Core Members of Cooperative Games using Agent-Based Modeling

Daniele Vernon-Bido, Andrew J. Collins

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

Comments 19 pages

Surrogate Assisted Methods for the Parameterisation of Agent-Based Models

Rylan Perumal, Terence L van Zyl

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

Am I Building a White Box Agent or Interpreting a Black Box Agent?

Tom Bewley

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

Comments 6 pages

A Study on AI-FML Robotic Agent for Student Learning Behavior Ontology Construction

Chang-Shing Lee, Mei-Hui Wang, Wen-Kai Kuan, Zong-Han Ciou, Yi-Lin Tsai, Wei-Shan Chang, Lian-Chao Li, Naoyuki Kubota, Tzong-Xiang Huang, Eri Sato-Shimokawara, Toru Yamaguchi

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

Comments This article has been accepted as a conference paper at CcS 2020 and will be published in IEEE

Towards Auditability Requirements Specification Using an Agent-Based Approach

Denis J. S. de Albuquerque, Vanessa Tavares Nunes, Claudia Cappelli, Celia Ghedini Ralha

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

Comments 19 pages, 11 figures, 1 table, see https://aircconline.com/abstract/ijsea/v11n3/11320ijsea02.html

Journal ref International Journal of Software Engineering & Applications (IJSEA), Vol.11, No.3, May 2020

Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution

Nikaash Puri, Sukriti Verma, Piyush Gupta, Dhruv Kayastha, Shripad Deshmukh, Balaji Krishnamurthy, Sameer Singh

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

Comments Accepted at the International Conference on Learning Representations (ICLR) 2020

A macro agent and its actions

Larissa Albantakis, Francesco Massari, Maggie Beheler-Amass, Giulio Tononi

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

Comments 18 pages, 5 figures; to appear as a chapter in "Top-Down Causation and Emergence" published by Springer as part of the Synthese Library Book Series; F.M. and M.B. contributed equally to this work

Environmental drivers of systematicity and generalization in a situated agent

Felix Hill, Andrew Lampinen, Rosalia Schneider, Stephen Clark, Matthew Botvinick, James L. McClelland, Adam Santoro

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

Agent-Based Proof Design via Lemma Flow Diagram

Keehang Kwon, Daeseong Kang

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

Comments three figures

How Should an Agent Practice?

Janarthanan Rajendran, Richard Lewis, Vivek Veeriah, Honglak Lee, Satinder Singh

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

Comments AAAI-2020