Junichi Murata

According to our database, Junichi Murata authored at least 61 papers between 1995 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Daily Load Profile Modeling Considering Residential Consumers' Routine Activities.

Marven E. Jabian, Ryohei Funaki, Junichi Murata

Proceedings of the 9th IEEE Global Conference on Consumer Electronics, 2020

2019

Tackling Unit Commitment and Load Dispatch Problems Considering All Constraints with Evolutionary Computation.

Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano

CoRR, 2019

2018

Contingency Training.

Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

CoRR, 2018

Estimation of Influence of Each Variable on User's Evaluation in Interactive Evolutionary Computation.

Ryohei Funaki, Kentaro Sugimoto, Junichi Murata

Proceedings of the 9th International Conference on Awareness Science and Technology, 2018

2017

Spectrum-Diverse Neuroevolution With Unified Neural Models.

Danilo Vasconcellos Vargas, Junichi Murata

IEEE Trans. Neural Networks Learn. Syst., 2017

Design of incentive-based demand response programs using inverse optimization.

Masaru Murakami, Ryohei Funaki, Junichi Murata

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

2016

Curious: Searching for Unknown Regions of Space with a Subpopulation-based Algorithm.

Danilo Vasconcellos Vargas, Junichi Murata

Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015

General Subpopulation Framework and Taming the Conflict Inside Populations.

Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano, Alexandre Cláudio Botazzo Delbem

Evol. Comput., 2015

The Relationship Between (Un)Fractured Problems and Division of Input Space.

Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

Proceedings of the Genetic and Evolutionary Computation Conference, 2015

Novelty-Organizing Team of Classifiers in noisy and dynamic environments.

Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

2014

Novelty-organizing classifiers applied to classification and reinforcement learning: towards flexible algorithms.

Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

2013

Model Predictive Control of Vehicles on Urban Roads for Improved Fuel Economy.

Md. Abdus Samad Kamal, Masakazu Mukai, Junichi Murata, Taketoshi Kawabe

IEEE Trans. Control. Syst. Technol., 2013

Acceleration of Reinforcement Learning with Incomplete Prior Information.

Kento Terashima, Hirotaka Takano, Junichi Murata

J. Adv. Comput. Intell. Intell. Informatics, 2013

Improving the Search Ability of Tabu Search in the Distribution Network Reconfiguration Problem.

Hirotaka Takano, Junichi Murata, Yukino Maki, Makoto Yasuda

J. Adv. Comput. Intell. Intell. Informatics, 2013

Self organizing classifiers: first steps in structured evolutionary machine learning.

Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

Evol. Intell., 2013

Continuous adaptive reinforcement learning with the evolution of Self Organizing Classifiers.

Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

Proceedings of the 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics, 2013

A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles.

Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Self organizing classifiers and niched fitness.

Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata

Proceedings of the Genetic and Evolutionary Computation Conference, 2013

2012

Reinforcement learning approach to multi-stage decision making problems with changes in action sets.

Takuya Etoh, Hirotaka Takano, Junichi Murata

Artif. Life Robotics, 2012

2011

Ecological Vehicle Control on Roads With Up-Down Slopes.

Md. Abdus Samad Kamal, Masakazu Mukai, Junichi Murata, Taketoshi Kawabe

IEEE Trans. Intell. Transp. Syst., 2011

2010

On Board Eco-driving System for Varying Road-traffic Environments using Model Predictive Control.

Md. Abdus Samad Kamal, Masakazu Mukai, Junichi Murata, Taketoshi Kawabe

Proceedings of the IEEE International Conference on Control Applications, 2010

2008

Reinforcement learning for problems with symmetrical restricted states.

Md. Abdus Samad Kamal, Junichi Murata

Robotics Auton. Syst., 2008

2007

Coordination in multiagent reinforcement learning systems by virtual reinforcement signals.

Md. Abdus Samad Kamal, Junichi Murata

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

Introduction and control of subgoals in reinforcement learning.

Junichi Murata, Yasuomi Abe, Keisuke Ota

Proceedings of the IASTED International Conference on Artificial Intelligence and Applications, 2007

Driver-Adaptive Assist System for Avoiding Abnormality in Driving.

Md. Abdus Samad Kamal, Taketoshi Kawabe, Junichi Murata, Masakazu Mukai

Proceedings of the IEEE International Conference on Control Applications, 2007

2004

A new learning method using prior information of neural networks.

Baiquan Lü, Junichi Murata, Kotaro Hirasawa

Sci. China Ser. F Inf. Sci., 2004

Reinforcement learning for high-dimensional problems with symmetrical actions.

Md. Abdus Samad Kamal, Junichi Murata

Proceedings of the IEEE International Conference on Systems, 2004

Behavior Learning of Autonomous Agents in Continuous State Using Function Approximation.

Min-Kyu Shon, Junichi Murata

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

Coordination in Multiagent Reinforcement Learning Systems.

Md. Abdus Samad Kamal, Junichi Murata

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004

2003

A functions localized neural network with branch gates.

Qingyu Xiong, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Neural Networks, 2003

2002

The Basic Study of Artificial Ecosystem Models Using Network-Type Assembly-Like Language.

Yuhki Shiraishi, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

Increasing Robustness Of Genetic Algorithm.

Jiangming Mao, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

A New Model to Realize Variable Size Genetic Network Programming - A Case Study with the Tileworld Problem.

Hironobu Katagiri, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

A New Model To Realize Variable Size Genetic Network Programming.

Hironobu Katagiri, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Multiagent Systems with Symbiotic Learning and Evolution Using Genetic Network Programming.

Toru Eguchi, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Proceedings of the Late Breaking papers at the Genetic and Evolutionary Computation Conference (GECCO-2002), 2002

Online learning of genetic network programming (GNP).

Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Proceedings of the 2002 Congress on Evolutionary Computation, 2002

2001

A new control method of nonlinear systems based on impulse responses of universal learning networks.

Kotaro Hirasawa, Jinglu Hu, Junichi Murata, Chunzhi Jin

IEEE Trans. Syst. Man Cybern. Part B, 2001

Improvement of generalization ability for identifying dynamical systems by using universal learning networks.

Kotaro Hirasawa, Sung-Ho Kim, Jinglu Hu, Junichi Murata, Min Han, Chunzhi Jin

Neural Networks, 2001

Comparative study between functions distributed network and ordinary neural network.

Qingyu Xiong, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Proceedings of the IEEE International Conference on Systems, 2001

Function approximation using LVQ and fuzzy sets.

Min-Kyu Shon, Junichi Murata, Kotaro Hirasawa

Proceedings of the IEEE International Conference on Systems, 2001

2000

Chaos control on universal learning networks.

Kotaro Hirasawa, Junichi Murata, Jinglu Hu, Chunzhi Jin

IEEE Trans. Syst. Man Cybern. Part C, 2000

Universal learning network and its application to robust control.

Kotaro Hirasawa, Junichi Murata, Jinglu Hu, Chunzhi Jin

IEEE Trans. Syst. Man Cybern. Part B, 2000

Universal learning network and its application to chaos control.

Kotaro Hirasawa, Xiaofeng Wang, Junichi Murata, Jinglu Hu, Chunzhi Jin

Neural Networks, 2000

Self-organization in probabilistic neural networks.

Yuhki Shiraishi, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Proceedings of the IEEE International Conference on Systems, 2000

Universal Learning Networks with Branch Control.

Kotaro Hirasawa, Jinglu Hu, Qingyu Xiong, Junichi Murata, Yuhki Shiraishi

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

Min Max Control of Nonlinear Systems Using Universal Learning Networks.

Hongping Chen, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

Probabilistic Learning-Network-Based Robust Control Scheme for Nonlinear Systems.

Jinglu Hu, Kotaro Hirasawa, Junichi Murata, Chunzhi Jin, Takuya Matsuoka

J. Adv. Comput. Intell. Intell. Informatics, 1999

Size-reducing RBF networks.

Junichi Murata, Shinji Itoh, Kotaro Hirasawa

Proceedings of the International Joint Conference Neural Networks, 1999

Identification of nonlinear dynamic systems by using probabilistic universal learning networks.

Kotaro Hirasawa, Jinglu Hu, Junichi Murata, Chunzhi Jin, Kazuaki Yotsumoto, Hironobu Katagiri

Proceedings of the International Joint Conference Neural Networks, 1999

Universal learning networks with varying parameters.

Kotaro Hirasawa, Jinglu Hu, Junichi Murata, Chunzhi Jin, Hironobu Etoh, Hironobu Katagiri

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Chaos Universal Learning Network Clustering Control.

Kotaro Hirasawa, Junichiro Misawa, Jinglu Hu, Junichi Murata, Masanao Ohbayashi, Yurio Eki

J. Robotics Mechatronics, 1998

RasID - Random Search for Neural Network Training.

Jinglu Hu, Kotaro Hirasawa, Junichi Murata

J. Adv. Comput. Intell. Intell. Informatics, 1998

Computing Higher Order Derivatives in Universal Learning Networks.

Kotaro Hirasawa, Jinglu Hu, Masanao Ohbayashi, Junichi Murata

J. Adv. Comput. Intell. Intell. Informatics, 1998

Chaos control using maximum Lyapunov number of universal learning network.

Kotaro Hirasawa, Xiaofeng Wang, Junichi Murata, Jinglu Hu

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

A new nonlinear system control method using second order derivatives of universal learning network.

Kotaro Hirasawa, Masanao Ohbayashi, Masayuki Hashimoto, Jinglu Hu, Junichi Murata

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Generalization ability of universal learning network by using second order derivatives.

Min Han, Kotaro Hirasawa, Jinglu Hu, Junichi Murata

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

1997

Evaluation of robust control by universal learning networks.

Masanao Ohbayashi, Kotaro Hirasawa, Junichi Murata

Artif. Life Robotics, 1997

Generalization Ability of Universal Learning Network by Optimizing Network Size and Time Delay.

Min Han, Masanao Ohbayashi, Kotaro Hirasawa, Junichi Murata, Jinglu Hu

Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1996

Robust learning control using universal learning network.

Masanao Ohbayashi, Kotaro Hirasawa, Junichi Murata, Masaaki Harada

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995

Chaos control using second order derivatives of universal learning network.

Masaru Koga, Kotaro Hirasawa, Junichi Murata, Masanao Ohbayashi

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

Universal learning network and computation of its higher order derivatives.

Kotaro Hirasawa, Masanao Ohbayashi, Junichi Murata

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995