Kyung-Joong Kim

Multim. Tools Appl., January, 2024

2023

Monte Carlo and Temporal Difference Methods in Reinforcement Learning [AI-eXplained].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., November, 2023

Seamless-walk: natural and comfortable virtual reality locomotion method with a high-resolution tactile sensor.

[BibT_eX]

[DOI]

Virtual Real., June, 2023

Learning to automatically spectate games for Esports using object detection mechanism.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2023

Discrete Prompt Compression with Reinforcement Learning.

[BibT_eX]

[DOI]

Hoyoun Jung

CoRR, 2023

RaidEnv: Exploring New Challenges in Automated Content Balancing for Boss Raid Games.

[BibT_eX]

[DOI]

CoRR, 2023

Behavioral Differences is the Key of Ad-hoc Team Cooperation in Multiplayer Games Hanabi.

[BibT_eX]

[DOI]

Hyeonchang Jeon

CoRR, 2023

DAncing body, Speaking Hands (DASH): Sign Dance Generation System with Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGGRAPH 2023 Posters, 2023

Reinforcement Learning-Based Collision Avoidance of a Connected and Automated Vehicle at Merging Roads.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Intelligent Systems, 2023

A Novel Approach for Virtual Locomotion Gesture Classification: Self-Teaching Vision Transformer for a Carpet-Type Tactile Sensor.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Mixed and Augmented Reality Adjunct, 2023

IMITATION LEARNING USING THE FORWARD-FORWARD ALGORITHM.

[BibT_eX]

[DOI]

Insik Chung

Isaac Han

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

2022

Diversifying dynamic difficulty adjustment agent by integrating player state models into Monte-Carlo tree search.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

A Swapping Target Q-Value Technique for Data Augmentation in Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Ho-Taek Joo

In-Chang Baek

IEEE Access, 2022

Seamless-walk: Novel Natural Virtual Reality Locomotion Method with a High-Resolution Tactile Sensor.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE Conference on Virtual Reality and 3D User Interfaces Abstracts and Workshops, 2022

Turing Test Framework for Cooperative Games.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022

Toward Cooperative Level Generation in Multiplayer Games: A User Study in Overcooked!

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022

2021

Inference of Other's Minds with Limited Information in Evolutionary Robotics.

[BibT_eX]

[DOI]

Int. J. Soc. Robotics, 2021

A New Open-Source Off-Road Environment for Benchmark Generalization of Autonomous Driving.

[BibT_eX]

[DOI]

Isaac Han

Dong-hyeon Park

IEEE Access, 2021

2020

Determining the Possibility of Transfer Learning in Deep Reinforcement Learning Using Grad-CAM (Student Abstract).

[BibT_eX]

[DOI]

Ho-Taek Joo

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Game Player Modeling.

[BibT_eX]

[DOI]

Sehar Shahzad Farooq

Proceedings of the Encyclopedia of Computer Graphics and Games., 2019

Game Data Mining Competition on Churn Prediction and Survival Analysis Using Commercial Game Log Data.

[BibT_eX]

[DOI]

IEEE Trans. Games, 2019

StarCraft AI Competitions, Bots, and Tournament Manager Software.

[BibT_eX]

[DOI]

IEEE Trans. Games, 2019

Visualization of Deep Reinforcement Learning using Grad-CAM: How AI Plays Atari Games?

[BibT_eX]

[DOI]

Ho-Taek Joo

Proceedings of the IEEE Conference on Games, 2019

2018

Performance Evaluation Gaps in a Real-Time Strategy Game Between Human and Artificial Intelligence Players.

[BibT_eX]

[DOI]

IEEE Access, 2018

Web-Based Interface for Data Labeling in StarCraft.

[BibT_eX]

[DOI]

In-Chang Baek

Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, 2018

2017

Ensemble bayesian networks evolved with speciation for high-performance prediction in data mining.

[BibT_eX]

[DOI]

Soft Comput., 2017

Playing real-time strategy games by imitating human players' micromanagement skills based on spatial analysis.

[BibT_eX]

[DOI]

In-Seok Oh

Expert Syst. Appl., 2017

PM10 density forecast model using long short term memory.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Ubiquitous and Future Networks, 2017

Deep Q networks for visual fighting game AI.

[BibT_eX]

[DOI]

Seonghun Yoon

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

Learning to play visual doom using model-free episodic control.

[BibT_eX]

[DOI]

Byeong-Jun Min

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

Opponent modeling based on action table for MCTS-based fighting game AI.

[BibT_eX]

[DOI]

Man-Je Kim

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

Extracting gamers' cognitive psychological features and improving performance of churn prediction from mobile games.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2017

Feature extraction of gameplays for similarity calculation in gameplay recommendation.

[BibT_eX]

[DOI]

Proceedings of the 10th IEEE International Workshop on Computational Intelligence and Applications, 2017

2016

Active Player Modeling in the Iterated Prisoner's Dilemma.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2016

3D Game Model and Texture Generation Using Interactive Genetic Algorithm.

[BibT_eX]

[DOI]

Comput. Entertain., 2016

Investigation of the Effect of "Fog of War" in the Prediction of StarCraft Strategy Using Machine Learning.

[BibT_eX]

[DOI]

Comput. Entertain., 2016

StarCraft AI Competition Report.

[BibT_eX]

[DOI]

AI Mag., 2016

Tell Me What You Eat, and I Will Tell You Where You Come From: A Data Science Approach for Global Recipe Data on the Web.

[BibT_eX]

[DOI]

Chang-Ho Chung

IEEE Access, 2016

Changing video game graphic styles using neural algorithms.

[BibT_eX]

[DOI]

Byungho Yoo

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

Deep Q-learning using redundant outputs in visual doom.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computational Intelligence and Games, 2016

Evaluation of StarCraft Artificial Intelligence Competition Bots by Experienced Human Players.

[BibT_eX]

[DOI]

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Meta-classifiers for high-dimensional, small sample classification for gene expression analysis.

[BibT_eX]

[DOI]

Pattern Anal. Appl., 2015

Inference of other's internal neural models from active observation.

[BibT_eX]

[DOI]

Biosyst., 2015

Challenges and Opportunities in Game Artificial Intelligence Education Using Angry Birds.

[BibT_eX]

[DOI]

IEEE Access, 2015

Optimization of Angry Birds AI controllers with distributed computing.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

MCTS with influence map for general video game playing.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

Testing reliability of replay-based imitation for StarCraft.

[BibT_eX]

[DOI]

In-Seok Oh

Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

Interpreting behaviors of mobile game players from in-game data and context logs.

[BibT_eX]

[DOI]

Sehar Shahzad Farooq

Jong-Woong Baek

Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

Generation of an arbitrary shaped large maze by assembling mazes.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computational Intelligence and Games, 2015

2014

Social Network Analysis of High-Level Players in Multiplayer Online Battle Arena Game.

[BibT_eX]

[DOI]

Proceedings of the Social Informatics - SocInfo 2014 International Workshops, Barcelona, 2014

Learning to play fighting game using massive play data.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

Imitation learning for combat system in RTS games with application to starcraft.

[BibT_eX]

[DOI]

In-Seok Oh

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

Solving Geometry Friends using Monte-Carlo Tree Search with directed graph representation.

[BibT_eX]

[DOI]

Hyun-Tae Kim

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

Learning to recommend game contents for real-time strategy gamers.

[BibT_eX]

[DOI]

Hyun-Tae Kim

Proceedings of the 2014 IEEE Conference on Computational Intelligence and Games, 2014

2013

Design of a visual perception model with edge-adaptive Gabor filter and support vector machine for traffic sign detection.

[BibT_eX]

[DOI]

Jung Guk Park

Expert Syst. Appl., 2013

Game AI Competitions: An Open Platform for Computational Intelligence Education [Educational Forum].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2013

Evolution of Neural Controllers for Simulated and Real Quadruped Robots.

[BibT_eX]

[DOI]

Sehar Shahzad Farooq

Proceedings of the Second International Conference on Robot, Vision and Signal Processing, 2013

Evolutionary conditions for the emergence of robotic theory of mind with multiple goals.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Workshop on Robotic Intelligence In Informationally Structured Space, 2013

Opponent modeling with incremental active learning: A case study of Iterative Prisoner's Dilemma.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013

Replay-based strategy prediction and build order adaptation for StarCraft AI bots.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013

Comparison of human and AI bots in StarCraft with replay data mining.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computational Inteligence in Games (CIG), 2013

2012

Generalization of TORCS car racing controllers with artificial neural networks and linear regression analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2012

2011 IEEE Conference on Computational Intelligence and Games [Conference Reports].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2012

Automated synthesis of multiple analog circuits using evolutionary computation for redundancy-based fault-tolerance.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2012

Prediction of early stage opponents strategy for StarCraft AI using scouting and machine learning.

[BibT_eX]

[DOI]

Proceedings of the Workshop at SIGGRAPH Asia, 2012

Comparison of scoring methods for interactive evolutionary computation based image retouching system.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

Automatic python programming using stack-based genetic programming.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2012

A method for feature extraction of traffic sign detection and the system for real world scene.

[BibT_eX]

[DOI]

Jung Guk Park

Proceedings of the 2012 IEEE International Conference on Emerging Signal Processing Applications, 2012

2011

Correlation analysis and performance evaluation of distance measures for evolutionary neural networks.

[BibT_eX]

[DOI]

Jung Guk Park

J. Intell. Fuzzy Syst., 2011

Evolutionary neural networks for practical applications.

[BibT_eX]

[DOI]

J. Intell. Fuzzy Syst., 2011

2010

Automated synthesis of resilient and tamper-evident analog circuits without a single point of failure.

[BibT_eX]

[DOI]

Adrian Wong

Genet. Program. Evolvable Mach., 2010

Exploring Features and Classifiers to Classify MicroRNA Expression Profiles of Human Cancer.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing. Models and Applications, 2010

Evolution of Analog Circuit Models of Ion Channels.

[BibT_eX]

[DOI]

Theodore W. Cornforth

Proceedings of the Evolvable Systems: From Biology to Hardware, 2010

2009

Towards a simple robotic theory of mind.

[BibT_eX]

[DOI]

Proceedings of the 9th Workshop on Performance Metrics for Intelligent Systems, 2009

Combining Multiple Evolved Analog Circuits for Robust Evolvable Hardware.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2009

Evaluation of Distance Measures for Speciated Evolutionary Neural Networks in Pattern Classification Problems.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Towards a "theory of mind" in simulated robots.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008

An Evolutionary Algorithm Approach to Optimal Ensemble Classifiers for DNA Microarray Data Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2008

Evolutionary ensemble of diverse artificial neural networks using speciation.

[BibT_eX]

[DOI]

Neurocomputing, 2008

Ensemble approaches in evolutionary game strategies: A case study in Othello.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008

2007

Evolutionary Algorithms for Board Game Players with Domain Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Paradigms in Computer Games, 2007

AniDiary: Daily Cartoon-Style Diary Exploits Bayesian Networks.

[BibT_eX]

[DOI]

IEEE Pervasive Comput., 2007

KeyGraph-based chance discovery for mobile contents management system.

[BibT_eX]

[DOI]

Myung-Chul Jung

Int. J. Knowl. Based Intell. Eng. Syst., 2007

Personalized mining of web documents using link structures and fuzzy concept networks.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2007

Episodic Memory for Ubiquitous Multimedia Contents Management System.

[BibT_eX]

[DOI]

Myung-Chul Jung

Proceedings of the New Trends in Applied Artificial Intelligence, 2007

Generating Cartoon-Style Summary of Daily Life with Multimedia Mobile Devices.

[BibT_eX]

[DOI]

Keum-Sung Hwang

Proceedings of the New Trends in Applied Artificial Intelligence, 2007

Diverse Evolutionary Neural Networks Based on Information Theory.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Integrated Model for Informal Inference Based on Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Hybrid of Evolution and Reinforcement Learning for Othello Players.

[BibT_eX]

[DOI]

Heejin Choi

Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, 2007

2006

Uncertainty Reasoning and Chance Discovery.

[BibT_eX]

[DOI]

Proceedings of the Chance Discoveries in Real World Decision Making: Data-based Interaction of Human Intelligence and Artificial Intelligence, 2006

Evolved neural networks based on cellular automata for sensory-motor controller.

[BibT_eX]

[DOI]

Neurocomputing, 2006

Ensemble classifiers based on correlation analysis for DNA microarray classification.

[BibT_eX]

[DOI]

Neurocomputing, 2006

A unified architecture for agent behaviors with selection of evolved neural network modules.

[BibT_eX]

[DOI]

Appl. Intell., 2006

A Comprehensive Overview of the Applications of Artificial Life.

[BibT_eX]

[DOI]

Artif. Life, 2006

Ensemble Evolution of Checkers Players with Knowledge of Opening, Middle and Endgame.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006

The Embodiment of Autonomic Computing in the Middleware for Distributed System with Bayesian Networks.

[BibT_eX]

[DOI]

Bo-Yoon Choi

Proceedings of the Intelligent Computing, 2006

Evolutionary Aggregation and Refinement of Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Evolutionary Othello Players Boosted by Opening Knowledge.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Systematically incorporating domain-specific knowledge into evolutionary speciated checkers players.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2005

DNA Gene Expression Classification with Ensemble Classifiers Optimized by Speciated Genetic Algorithm.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Bayesian Validation of Fuzzy Clustering for Analysis of Yeast Cell Cycle Data.

[BibT_eX]

[DOI]

Si-Ho Yoo

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

Robust Inference of Bayesian Networks Using Speciated Evolution and Ensemble.

[BibT_eX]

[DOI]

Ji-Oh Yoo

Proceedings of the Foundations of Intelligent Systems, 15th International Symposium, 2005

2004

Prediction of colon cancer using an evolutionary neural network.

[BibT_eX]

[DOI]

Neurocomputing, 2004

Fuzzy integration of structure adaptive SOMs for web content mining.

[BibT_eX]

[DOI]

Fuzzy Sets Syst., 2004

Evolutionary Learning Program's Behavior in Neural Networks for Anomaly Detection.

[BibT_eX]

[DOI]

Sang-Jun Han

Proceedings of the Neural Information Processing, 11th International Conference, 2004

2003

Generating optimal behaviors of mobile robot using behavior network with planning capability.

[BibT_eX]

[DOI]

Hyeun-Jeong Min

Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003

Behavior selection architecture for tangible agent.

[BibT_eX]

[DOI]

Sang-Rok Oh

Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003

Evolving artificial neural networks for DNA microarray analysis.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2003

BN+BN: Behavior Network with Bayesian Network for Intelligent Agent.

[BibT_eX]

[DOI]

Proceedings of the AI 2003: Advances in Artificial Intelligence, 2003

2002

Checkers Strategy Evolution with Speciated Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2002: Trends in Artificial Intelligence, 2002

Evolving speciated checkers players with crowding algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

Conceptual Information Extraction with Link-Based Search.

[BibT_eX]

[DOI]

Proceedings of the Web Intelligence: Research and Development, 2001

Dynamic selection of evolved neural controllers for higher behaviors of mobile robot.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Integrating Intelligent Machines with Humans for a Better Tomorrow, 2001

Coordination of multiple behavior modules evolved on CAM-Brain.

[BibT_eX]

[DOI]