Universal learning network and computation of its higher order derivatives. - Kotaro Hirasawa; Masanao Ohbayashi; Junichi Murata (ICNN, 1995)

Chaos control using second order derivatives of universal learning network. - Masaru Koga; Kotaro Hirasawa; Junichi Murata; Masanao Ohbayashi (ICNN, 1995)

Robust learning control using universal learning network. - Masanao Ohbayashi; Kotaro Hirasawa; Junichi Murata; Masaaki Harada (ICNN, 1996)

Generalization Ability of Universal Learning Network by Optimizing Network Size and Time Delay. - Min Han; Masanao Ohbayashi; Kotaro Hirasawa; Junichi Murata; Jinglu Hu (ICONIP (1), 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 using second order derivatives. - Min Han; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (SMC, 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 (SMC, 1998)

Chaos control using maximum Lyapunov number of universal learning network. - Kotaro Hirasawa; Xiaofeng Wang; Junichi Murata; Jinglu Hu (SMC, 1998)

Computing Higher Order Derivatives in Universal Learning Networks. - Kotaro Hirasawa; Jinglu Hu; Masanao Ohbayashi; Junichi Murata (J. Adv. Comput. Intell. Intell. Informatics, 1998)

RasID - Random Search for Neural Network Training. - Jinglu Hu; Kotaro Hirasawa; Junichi Murata (J. Adv. Comput. Intell. Intell. Informatics, 1998)

Chaos Universal Learning Network Clustering Control. - Kotaro Hirasawa; Junichiro Misawa; Jinglu Hu; Junichi Murata; Masanao Ohbayashi; Yurio Eki (J. Robotics Mechatronics, 1998)

Universal learning networks with varying parameters. - Kotaro Hirasawa; Jinglu Hu; Junichi Murata; Chunzhi Jin; Hironobu Etoh; Hironobu Katagiri (IJCNN, 1999)

Identification of nonlinear dynamic systems by using probabilistic universal learning networks. - Kotaro Hirasawa; Jinglu Hu; Junichi Murata; Chunzhi Jin; Kazuaki Yotsumoto; Hironobu Katagiri (IJCNN, 1999)

Size-reducing RBF networks. - Junichi Murata; Shinji Itoh; Kotaro Hirasawa (IJCNN, 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)

Min Max Control of Nonlinear Systems Using Universal Learning Networks. - Hongping Chen; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (IJCNN (1), 2000)

Universal Learning Networks with Branch Control. - Kotaro Hirasawa; Jinglu Hu; Qingyu Xiong; Junichi Murata; Yuhki Shiraishi (IJCNN (3), 2000)

Self-organization in probabilistic neural networks. - Yuhki Shiraishi; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (SMC, 2000)

A new learning method using prior information of neural networks. - Baiquan Lü; Kotaro Hirasawa; Junichi Murata (Artif. Life Robotics, 2000)

Universal learning network and its application to chaos control. - Kotaro Hirasawa; Xiaofeng Wang; Junichi Murata; Jinglu Hu; Chunzhi Jin (Neural Networks, 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)

Chaos control on universal learning networks. - Kotaro Hirasawa; Junichi Murata; Jinglu Hu; Chunzhi Jin (IEEE Trans. Syst. Man Cybern. Part C, 2000)

Comparison between Genetic Network Programming (GNP) and Genetic Programming (GP). - Kotaro Hirasawa; M. Okubo; Hiropon Katagiri; Jinglu Hu; Junichi Murata (CEC, 2001)

Function approximation using LVQ and fuzzy sets. - Min-Kyu Shon; Junichi Murata; Kotaro Hirasawa (SMC, 2001)

Comparative study between functions distributed network and ordinary neural network. - Qingyu Xiong; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (SMC, 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)

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)

Online learning of genetic network programming (GNP). - Shingo Mabu; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (IEEE Congress on Evolutionary Computation, 2002)

Multiagent Systems with Symbiotic Learning and Evolution Using Genetic Network Programming. - Toru Eguchi; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (GECCO Late Breaking Papers, 2002)

A New Model To Realize Variable Size Genetic Network Programming. - Hironobu Katagiri; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (GECCO, 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 (GECCO Late Breaking Papers, 2002)

Increasing Robustness Of Genetic Algorithm. - Jiangming Mao; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (GECCO, 2002)

The Basic Study of Artificial Ecosystem Models Using Network-Type Assembly-Like Language. - Yuhki Shiraishi; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (GECCO Late Breaking Papers, 2002)

A functions localized neural network with branch gates. - Qingyu Xiong; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (Neural Networks, 2003)

Coordination in Multiagent Reinforcement Learning Systems. - Md. Abdus Samad Kamal; Junichi Murata (KES, 2004)

Behavior Learning of Autonomous Agents in Continuous State Using Function Approximation. - Min-Kyu Shon; Junichi Murata (KES, 2004)

Reinforcement learning for high-dimensional problems with symmetrical actions. - Md. Abdus Samad Kamal; Junichi Murata (SMC (7), 2004)

Driver-Adaptive Assist System for Avoiding Abnormality in Driving. - Md. Abdus Samad Kamal; Taketoshi Kawabe; Junichi Murata; Masakazu Mukai (CCA, 2007)

Introduction and control of subgoals in reinforcement learning. - Junichi Murata; Yasuomi Abe; Keisuke Ota (Artificial Intelligence and Applications, 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)

Reinforcement learning for problems with symmetrical restricted states. - Md. Abdus Samad Kamal; Junichi Murata (Robotics Auton. Syst., 2008)

On Board Eco-driving System for Varying Road-traffic Environments using Model Predictive Control. - Md. Abdus Samad Kamal; Masakazu Mukai; Junichi Murata; Taketoshi Kawabe (CCA, 2010)

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)

Reinforcement learning approach to multi-stage decision making problems with changes in action sets. - Takuya Etoh; Hirotaka Takano; Junichi Murata (Artif. Life Robotics, 2012)

Self organizing classifiers and niched fitness. - Danilo Vasconcellos Vargas; Hirotaka Takano; Junichi Murata (GECCO, 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 (GECCO (Companion), 2013)

Continuous adaptive reinforcement learning with the evolution of Self Organizing Classifiers. - Danilo Vasconcellos Vargas; Hirotaka Takano; Junichi Murata (ICDL-EPIROB, 2013)

Self organizing classifiers: first steps in structured evolutionary machine learning. - Danilo Vasconcellos Vargas; Hirotaka Takano; Junichi Murata (Evol. Intell., 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)

Acceleration of Reinforcement Learning with Incomplete Prior Information. - Kento Terashima; Hirotaka Takano; Junichi Murata (J. Adv. Comput. Intell. Intell. Informatics, 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)

Novelty-organizing classifiers applied to classification and reinforcement learning: towards flexible algorithms. - Danilo Vasconcellos Vargas; Hirotaka Takano; Junichi Murata (GECCO (Companion), 2014)

Novelty-Organizing Team of Classifiers in noisy and dynamic environments. - Danilo Vasconcellos Vargas; Hirotaka Takano; Junichi Murata (CEC, 2015)

The Relationship Between (Un)Fractured Problems and Division of Input Space. - Danilo Vasconcellos Vargas; Hirotaka Takano; Junichi Murata (GECCO (Companion), 2015)

General Subpopulation Framework and Taming the Conflict Inside Populations. - Danilo Vasconcellos Vargas; Junichi Murata; Hirotaka Takano; Alexandre Cláudio Botazzo Delbem (Evol. Comput., 2015)

Curious: Searching for Unknown Regions of Space with a Subpopulation-based Algorithm. - Danilo Vasconcellos Vargas; Junichi Murata (GECCO (Companion), 2016)

Design of incentive-based demand response programs using inverse optimization. - Masaru Murakami; Ryohei Funaki; Junichi Murata (SMC, 2017)

Spectrum-Diverse Neuroevolution With Unified Neural Models. - Danilo Vasconcellos Vargas; Junichi Murata (IEEE Trans. Neural Networks Learn. Syst., 2017)

Estimation of Influence of Each Variable on User's Evaluation in Interactive Evolutionary Computation. - Ryohei Funaki; Kentaro Sugimoto; Junichi Murata (iCAST, 2018)

Contingency Training. - Danilo Vasconcellos Vargas; Hirotaka Takano; Junichi Murata (CoRR, 2018)

Tackling Unit Commitment and Load Dispatch Problems Considering All Constraints with Evolutionary Computation. - Danilo Vasconcellos Vargas; Junichi Murata; Hirotaka Takano (CoRR, 2019)

Daily Load Profile Modeling Considering Residential Consumers' Routine Activities. - Marven E. Jabian; Ryohei Funaki; Junichi Murata (GCCE, 2020)