Yifeng Zeng

Inf. Sci., 2020

Toward Understanding the Interplay between Public and Private Healthcare Providers and Patients: An Agent-based Simulation Approach.

[BibT_eX]

[DOI]

Zainab Alalawi

The Anh Han

EAI Endorsed Trans. Ind. Networks Intell. Syst., 2020

Guest Editorial: Special Issue on Collaborative Computing and Crowd Intelligence.

[BibT_eX]

[DOI]

Int. J. Cooperative Inf. Syst., 2020

Team Recommendation Using Order-Based Fuzzy Integral and NSGA-II in StarCraft.

[BibT_eX]

[DOI]

IEEE Access, 2020

Learning a Planning Domain Model From Natural Language Process Manuals.

[BibT_eX]

[DOI]

IEEE Access, 2020

Optimal Region Search with Submodular Maximization.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Navigating Discrete Difference Equation Governed WMR by Virtual Linear Leader Guided HMPC.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Value Function Dynamic Estimation in Reinforcement Learning based on Data Adequacy.

[BibT_eX]

[DOI]

Proceedings of the HPCCT & BDAI 2020: 4th High Performance Computing and Cluster Technologies Conference & 3rd International Conference on Big Data and Artificial Intelligence, 2020

2019

Modelling Cooperation in a Dynamic Healthcare System.

[BibT_eX]

[DOI]

CoRR, 2019

Team Composition in PES2018 Using Submodular Function Optimization.

[BibT_eX]

[DOI]

IEEE Access, 2019

Nonnegative Tensor Completion via Low-Rank Tucker Decomposition: Model and Algorithm.

[BibT_eX]

[DOI]

IEEE Access, 2019

Pathways to Good Healthcare Services and Patient Satisfaction: An Evolutionary Game Theoretical Approach.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Artificial Life, 2019

Random Decision DAG: An Entropy Based Compression Approach for Random Forest.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Grouped Correlational Generative Adversarial Networks for Discrete Electronic Health Records.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Self-Improving Generative Adversarial Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2017

Structured Memetic Automation for Online Human-Like Social Behavior Learning.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2017

Group sparse optimization for learning predictive state representations.

[BibT_eX]

[DOI]

Inf. Sci., 2017

IEEE BigDataService 2016 conference.

[BibT_eX]

[DOI]

Martin Giese

Jerry Gao

Int. J. Data Sci. Anal., 2017

Using function approximation for personalized point-of-interest recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Can bounded and self-interested agents be teammates? Application to planning in ad hoc teams.

[BibT_eX]

[DOI]

Auton. Agents Multi Agent Syst., 2017

Robust Model Equivalence using Stochastic Bisimulation for N-Agent Interactive DIDs.

[BibT_eX]

[DOI]

Junhuan Zhang

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Switched Linear Multi-Robot Navigation Using Hierarchical Model Predictive Control.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Facial expression recongition using firefly-based feature optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

Using Intention Recognition in a Simulation Platform to Assess Physical Activity Levels of an Office Building.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Firefly-based Facial Expression Recognition: Extended Abstract.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

Making and Improving Predictions of Interest Using an MDP Model.

[BibT_eX]

[DOI]

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

A Fast Algorithm to Compute Maximum k-Plexes in Social Network Analysis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Approximating behavioral equivalence for scaling solutions of I-DIDs.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Maximizing influence under influence loss constraint in social networks.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2016

Modeling and Algorithms for Multiagent Communication through Interactive Dynamic Influence Diagrams.

[BibT_eX]

[DOI]

Appl. Artif. Intell., 2016

Learning Predictive State Representations via Monte-Carlo Tree Search.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Hierarchical Model Predictive Control for Multi-Robot Navigation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Approximating Value Equivalence in Interactive Dynamic Influence Diagrams Using Behavioral Coverage.

[BibT_eX]

[DOI]

Ross Conroy

Jing Tang

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

A Memetic Multi-Agent Demonstration Learning Approach with Behavior Prediction.

[BibT_eX]

[DOI]

Yaqing Hou

Yew-Soon Ong

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

A Value Equivalence Approach for Solving Interactive Dynamic Influence Diagrams.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016

2015

Schedule length and reliability-oriented multi-objective scheduling for distributed computing.

[BibT_eX]

[DOI]

Soft Comput., 2015

Time-critical interactive dynamic influence diagram.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2015

Interactive Dynamic Influence Diagrams for Relational Agents.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Optimal Route Search with the Coverage of Users' Preferences.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Personalized Ranking Metric Embedding for Next New POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Learning Behaviors in Agents Systems with Interactive Dynamic Influence Diagrams.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Predictive State Representations with State Space Partitioning.

[BibT_eX]

[DOI]

Yunlong Liu

Yun Tang

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

Iterative Online Planning in Multiagent Settings with Limited Model Spaces and PAC Guarantees.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Autonomous Agents and Multiagent Systems, 2015

On Information Coverage for Location Category Based Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Influence Spreading Path and Its Application to the Time Constrained Social Influence Maximization Problem and Beyond.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Team behavior in interactive dynamic influence diagrams with applications to ad hoc teams.

[BibT_eX]

[DOI]

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2014

Diversifying the Storytelling Using Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the Agents and Data Mining Interaction - 10th International Workshop, 2014

Learning Agents' Relations in Interactive Multiagent Dynamic Influence Diagrams.

[BibT_eX]

[DOI]

Yinghui Pan

Nicolaj Søndberg-Jeppesen

Hua Mao

Proceedings of the Agents and Data Mining Interaction - 10th International Workshop, 2014

Influence Maximization with Novelty Decay in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

A study on like-attracts-like versus elitist selection criterion for human-like social behavior of memetic mulitagent systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2013

Opponent modeling in a PGM framework.

[BibT_eX]

[DOI]

Finn Verner Jensen

Proceedings of the International conference on Autonomous Agents and Multi-Agent Systems, 2013

Using Dynamic Bayesian Networks to Model User-Experience.

[BibT_eX]

[DOI]

Paul van Schaik

Iain R. Spears

Proceedings of the Agents and Data Mining Interaction - 9th International Workshop, 2013

2012

Exploiting Model Equivalences for Solving Interactive Dynamic Influence Diagrams.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2012

Time Constrained Influence Maximization in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Learning Communication in Interactive Dynamic Influence Diagrams.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

An Optimization Approach to Believable Behavior in Computer Games.

[BibT_eX]

[DOI]

Proceedings of the Agents and Data Mining Interaction - 8th International Workshop, 2012

Improved use of partial policies for identifying behavioral equivalence.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Autonomous Agents and Multiagent Systems, 2012

2011

Dynamic Ordering-Based Search Algorithm for Markov Blanket Discovery.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011

Approximating Model Equivalence in Interactive Dynamic Influence Diagrams Using Top K Policy Paths.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2011

Approximating behavioral equivalence of models using top-k policy paths.

[BibT_eX]

[DOI]

Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011), 2011

A Data-Driven Approach for Resource Gathering in Real-Time Strategy Games.

[BibT_eX]

[DOI]

Dion Christensen

Henrik Ossipoff Hansen

Lasse Juul-Jensen

Kasper Kastaniegaard

Proceedings of the Agents and Data Mining Interaction, 2011

Utilizing Partial Policies for Identifying Equivalence of Behavioral Models.

[BibT_eX]

[DOI]

Jian Luo

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Model identification in interactive influence diagrams using mutual information.

[BibT_eX]

[DOI]

Web Intell. Agent Syst., 2010

An Influence Diagram Approach for Multiagent Time-Critical Dynamic Decision Modeling.

[BibT_eX]

[DOI]

Le Sun

Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010

Approximate solutions of interactive dynamic influence diagrams using ε-behavioral equivalence.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2010

Time-Critical Decision Making in Interactive Dynamic Influence Diagram.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

Epsilon-Subjective Equivalence of Models for Interactive Dynamic Influence Diagrams.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2010

Time-Based Reward Shaping in Real-Time Strategy Games.

[BibT_eX]

[DOI]

Martin Midtgaard

Lars Vinther

Jeppe R. Christiansen

Allan M. Christensen

Proceedings of the Agents and Data Mining Interaction, 2010

2009

Refinement of Bayesian network structures upon new data.

[BibT_eX]

[DOI]

Saulius Pacekajus

Int. J. Granul. Comput. Rough Sets Intell. Syst., 2009

Graphical models for interactive POMDPs: representations and solutions.

[BibT_eX]

[DOI]

Qiongyu Chen

Auton. Agents Multi Agent Syst., 2009

Multi-Agent Graphical Decision Models in Medicine.

[BibT_eX]

[DOI]

Kresten Toftgaard Andersen

Appl. Artif. Intell., 2009

Experiments with Online Reinforcement Learning in Real-Time Strategy Games.

[BibT_eX]

[DOI]

Dennis Dahl Christensen

Dung Tran

Appl. Artif. Intell., 2009

Spanning Tree Based Attribute Clustering.

[BibT_eX]

[DOI]

Shuyuan Lin

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Speeding Up Exact Solutions of Interactive Dynamic Influence Diagrams Using Action Equivalence.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2009, 2009

Learning Local Components to Understand Large Bayesian Networks.

[BibT_eX]

[DOI]

Kresten Toftgaard Andersen

Yujian Lin

Proceedings of the ICDM 2009, 2009

Tank War Using Online Reinforcement Learning.

[BibT_eX]

[DOI]

Dennis Dahl Christensen

Dung Tran

Proceedings of the 2009 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2009

Classification using Markov blanket for feature selection.

[BibT_eX]

[DOI]

Jian Luo

Shuyuan Lin

Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

Improved approximation of interactive dynamic influence diagrams using discriminative model updates.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2009), 2009

Auto-Clustering Using Particle Swarm Optimization and Bacterial Foraging.

[BibT_eX]

[DOI]

Jakob R. Olesen

Proceedings of the Agents and Data Mining Interaction, 4th International Workshop, 2009

2008

Symbolic verification of multiagent graphical decision models.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2008

A Decomposition Algorithm for Learning Bayesian Network Structures from Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

An intelligent design system for military situation assessment.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Intelligent System and Knowledge Engineering, 2008

An Information-Theoretic Approach to Model Identification in Interactive Influence Diagrams.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

2007

SwarmArchitect: a swarm framework for collaborative construction.

[BibT_eX]

[DOI]

Dennis Plougman Buus

Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Multiagent based construction for human-like architecture.

[BibT_eX]

[DOI]

Dennis Plougman Buus

Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2007), 2007

Graphical Models for Online Solutions to Interactive POMDPs.

[BibT_eX]

[DOI]

Qiongyu Chen

Proceedings of the Game Theoretic and Decision Theoretic Agents, 2007

Approximate Solutions of Interactive Dynamic Influence Diagrams Using Model Clustering.

[BibT_eX]

[DOI]

Qiongyu Chen

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2005

Graphical Multiagent Decision Model: Towards Adaptability.

[BibT_eX]

[DOI]

Proceedings of the Challenges to Decision Support in a Changing World, 2005

Grid-Enabled Bayesian Network.

[BibT_eX]

[DOI]

Guoquan Liu

Proceedings of the Challenges to Decision Support in a Changing World, 2005

2004

Block Learning Bayesian Network Structure from Data.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004

2003

A Symbolic Method for Structure Verification in Multiply Sectioned Bayesian Networks.

[BibT_eX]