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Junichi Murata
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2020 – today
- 2020
- [c37]Marven E. Jabian, Ryohei Funaki, Junichi Murata:
Daily Load Profile Modeling Considering Residential Consumers' Routine Activities. GCCE 2020: 793-796
2010 – 2019
- 2019
- [i7]Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano, Alexandre Cláudio Botazzo Delbem:
General Subpopulation Framework and Taming the Conflict Inside Populations. CoRR abs/1901.00266 (2019) - [i6]Danilo Vasconcellos Vargas, Junichi Murata:
Spectrum-Diverse Neuroevolution with Unified Neural Models. CoRR abs/1902.06703 (2019) - [i5]Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano:
Tackling Unit Commitment and Load Dispatch Problems Considering All Constraints with Evolutionary Computation. CoRR abs/1903.09304 (2019) - 2018
- [c36]Ryohei Funaki, Kentaro Sugimoto, Junichi Murata:
Estimation of Influence of Each Variable on User's Evaluation in Interactive Evolutionary Computation. iCAST 2018: 167-174 - [i4]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
Novelty-organizing team of classifiers in noisy and dynamic environments. CoRR abs/1809.07098 (2018) - [i3]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
Contingency Training. CoRR abs/1811.08214 (2018) - [i2]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
Self Organizing Classifiers: First Steps in Structured Evolutionary Machine Learning. CoRR abs/1811.08225 (2018) - [i1]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
Self Organizing Classifiers and Niched Fitness. CoRR abs/1811.08226 (2018) - 2017
- [j23]Danilo Vasconcellos Vargas
, Junichi Murata:
Spectrum-Diverse Neuroevolution With Unified Neural Models. IEEE Trans. Neural Networks Learn. Syst. 28(8): 1759-1773 (2017) - [c35]Masaru Murakami, Ryohei Funaki, Junichi Murata:
Design of incentive-based demand response programs using inverse optimization. SMC 2017: 2754-2759 - 2016
- [c34]Danilo Vasconcellos Vargas, Junichi Murata:
Curious: Searching for Unknown Regions of Space with a Subpopulation-based Algorithm. GECCO (Companion) 2016: 145-146 - 2015
- [j22]Danilo Vasconcellos Vargas, Junichi Murata, Hirotaka Takano, Alexandre Cláudio Botazzo Delbem
General Subpopulation Framework and Taming the Conflict Inside Populations. Evol. Comput. 23(1): 1-36 (2015) - [c33]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
Novelty-Organizing Team of Classifiers in noisy and dynamic environments. CEC 2015: 2937-2944 - [c32]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
The Relationship Between (Un)Fractured Problems and Division of Input Space. GECCO (Companion) 2015: 981-987 - 2014
- [c31]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
Novelty-organizing classifiers applied to classification and reinforcement learning: towards flexible algorithms. GECCO (Companion) 2014: 81-82 - 2013
- [j21]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
Self organizing classifiers: first steps in structured evolutionary machine learning. Evol. Intell. 6(2): 57-72 (2013) - [j20]Hirotaka Takano, Junichi Murata, Yukino Maki, Makoto Yasuda:
Improving the Search Ability of Tabu Search in the Distribution Network Reconfiguration Problem. J. Adv. Comput. Intell. Intell. Informatics 17(5): 681-689 (2013) - [j19]Kento Terashima, Hirotaka Takano, Junichi Murata:
Acceleration of Reinforcement Learning with Incomplete Prior Information. J. Adv. Comput. Intell. Intell. Informatics 17(5): 721-730 (2013) - [j18]Md. Abdus Samad Kamal
Model Predictive Control of Vehicles on Urban Roads for Improved Fuel Economy. IEEE Trans. Control. Syst. Technol. 21(3): 831-841 (2013) - [c30]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
Self organizing classifiers and niched fitness. GECCO 2013: 1109-1116 - [c29]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
A study on the importance of selection pressure and low dimensional weak learners to produce robust ensembles. GECCO (Companion) 2013: 1755-1756 - [c28]Danilo Vasconcellos Vargas, Hirotaka Takano, Junichi Murata:
Continuous adaptive reinforcement learning with the evolution of Self Organizing Classifiers. ICDL-EPIROB 2013: 1-2 - 2012
- [j17]Takuya Etoh, Hirotaka Takano, Junichi Murata:
Reinforcement learning approach to multi-stage decision making problems with changes in action sets. Artif. Life Robotics 17(2): 293-299 (2012) - 2011
- [j16]Md. Abdus Samad Kamal
Ecological Vehicle Control on Roads With Up-Down Slopes. IEEE Trans. Intell. Transp. Syst. 12(3): 783-794 (2011) - 2010
- [c27]Md. Abdus Samad Kamal
On Board Eco-driving System for Varying Road-traffic Environments using Model Predictive Control. CCA 2010: 1636-1641
2000 – 2009
- 2008
- [j15]Md. Abdus Samad Kamal
Reinforcement learning for problems with symmetrical restricted states. Robotics Auton. Syst. 56(9): 717-727 (2008) - 2007
- [j14]Md. Abdus Samad Kamal
Coordination in multiagent reinforcement learning systems by virtual reinforcement signals. Int. J. Knowl. Based Intell. Eng. Syst. 11(3): 181-191 (2007) - [c26]Md. Abdus Samad Kamal
Driver-Adaptive Assist System for Avoiding Abnormality in Driving. CCA 2007: 1247-1252 - [c25]Junichi Murata, Yasuomi Abe, Keisuke Ota:
Introduction and control of subgoals in reinforcement learning. Artificial Intelligence and Applications 2007: 361-366 - 2004
- [j13]Baiquan Lü, Junichi Murata, Kotaro Hirasawa:
A new learning method using prior information of neural networks. Sci. China Ser. F Inf. Sci. 47(6): 793-814 (2004) - [c24]Md. Abdus Samad Kamal
Coordination in Multiagent Reinforcement Learning Systems. KES 2004: 1197-1204 - [c23]Min-Kyu Shon, Junichi Murata:
Behavior Learning of Autonomous Agents in Continuous State Using Function Approximation. KES 2004: 1213-1219 - [c22]Md. Abdus Samad Kamal
Reinforcement learning for high-dimensional problems with symmetrical actions. SMC (7) 2004: 6192-6197 - 2003
- [j12]Qingyu Xiong, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
A functions localized neural network with branch gates. Neural Networks 16(10): 1461-1481 (2003) - 2002
- [c21]Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
Online learning of genetic network programming (GNP). IEEE Congress on Evolutionary Computation 2002: 321-326 - [c20]Toru Eguchi, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
Multiagent Systems with Symbiotic Learning and Evolution Using Genetic Network Programming. GECCO Late Breaking Papers 2002: 130-137 - [c19]Hironobu Katagiri, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
A New Model to Realize Variable Size Genetic Network Programming - A Case Study with the Tileworld Problem. GECCO Late Breaking Papers 2002: 279-286 - [c18]Yuhki Shiraishi, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
The Basic Study of Artificial Ecosystem Models Using Network-Type Assembly-Like Language. GECCO Late Breaking Papers 2002: 412-418 - [c17]Jiangming Mao, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
Increasing Robustness Of Genetic Algorithm. GECCO 2002: 456-462 - [c16]Hironobu Katagiri, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
A New Model To Realize Variable Size Genetic Network Programming. GECCO 2002: 890 - 2001
- [j11]Kotaro Hirasawa, Sung-Ho Kim, Jinglu Hu, Junichi Murata, Min Han, Chunzhi Jin:
Improvement of generalization ability for identifying dynamical systems by using universal learning networks. Neural Networks 14(10): 1389-1404 (2001) - [j10]Kotaro Hirasawa, Jinglu Hu, Junichi Murata, Chunzhi Jin:
A new control method of nonlinear systems based on impulse responses of universal learning networks. IEEE Trans. Syst. Man Cybern. Part B 31(3): 362-372 (2001) - [c15]Min-Kyu Shon, Junichi Murata, Kotaro Hirasawa:
Function approximation using LVQ and fuzzy sets. SMC 2001: 1442-1447 - [c14]Qingyu Xiong, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
Comparative study between functions distributed network and ordinary neural network. SMC 2001: 1548-1553 - 2000
- [j9]Baiquan Lü, Kotaro Hirasawa, Junichi Murata:
A new learning method using prior information of neural networks. Artif. Life Robotics 4(2): 78-83 (2000) - [j8]Kotaro Hirasawa, Xiaofeng Wang, Junichi Murata, Jinglu Hu, Chunzhi Jin:
Universal learning network and its application to chaos control. Neural Networks 13(2): 239-253 (2000) - [j7]Kotaro Hirasawa, Junichi Murata, Jinglu Hu, Chunzhi Jin:
Chaos control on universal learning networks. IEEE Trans. Syst. Man Cybern. Part C 30(1): 95-104 (2000) - [j6]Kotaro Hirasawa, Junichi Murata, Jinglu Hu, Chunzhi Jin:
Universal learning network and its application to robust control. IEEE Trans. Syst. Man Cybern. Part B 30(3): 419-430 (2000) - [c13]Kotaro Hirasawa, Jinglu Hu, Qingyu Xiong, Junichi Murata, Yuhki Shiraishi:
Universal Learning Networks with Branch Control. IJCNN (3) 2000: 97-102 - [c12]Hongping Chen, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
Min Max Control of Nonlinear Systems Using Universal Learning Networks. IJCNN (1) 2000: 242-247 - [c11]Yuhki Shiraishi, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
Self-organization in probabilistic neural networks. SMC 2000: 2533-2538
1990 – 1999
- 1999
- [j5]Jinglu Hu, Kotaro Hirasawa, Junichi Murata, Chunzhi Jin, Takuya Matsuoka:
Probabilistic Learning-Network-Based Robust Control Scheme for Nonlinear Systems. J. Adv. Comput. Intell. Intell. Informatics 3(6): 485-490 (1999) - [c10]Kotaro Hirasawa, Jinglu Hu, Junichi Murata, Chunzhi Jin, Hironobu Etoh, Hironobu Katagiri:
Universal learning networks with varying parameters. IJCNN 1999: 1302-1307 - [c9]Junichi Murata, Shinji Itoh, Kotaro Hirasawa:
Size-reducing RBF networks. IJCNN 1999: 1308-1312 - [c8]Kotaro Hirasawa, Jinglu Hu, Junichi Murata, Chunzhi Jin, Kazuaki Yotsumoto, Hironobu Katagiri:
Identification of nonlinear dynamic systems by using probabilistic universal learning networks. IJCNN 1999: 2123-2128 - 1998
- [j4]Kotaro Hirasawa, Jinglu Hu, Masanao Ohbayashi, Junichi Murata:
Computing Higher Order Derivatives in Universal Learning Networks. J. Adv. Comput. Intell. Intell. Informatics 2(2): 47-53 (1998) - [j3]Jinglu Hu, Kotaro Hirasawa, Junichi Murata:
RasID - Random Search for Neural Network Training. J. Adv. Comput. Intell. Intell. Informatics 2(4): 134-141 (1998) - [j2]Kotaro Hirasawa, Junichiro Misawa, Jinglu Hu, Junichi Murata, Masanao Ohbayashi, Yurio Eki:
Chaos Universal Learning Network Clustering Control. J. Robotics Mechatronics 10(4): 305-310 (1998) - [c7]Kotaro Hirasawa, Xiaofeng Wang, Junichi Murata, Jinglu Hu:
Chaos control using maximum Lyapunov number of universal learning network. SMC 1998: 1702-1707 - [c6]Min Han, Kotaro Hirasawa, Jinglu Hu, Junichi Murata:
Generalization ability of universal learning network by using second order derivatives. SMC 1998: 1818-1823 - [c5]Kotaro Hirasawa, Masanao Ohbayashi, Masayuki Hashimoto, Jinglu Hu, Junichi Murata:
A new nonlinear system control method using second order derivatives of universal learning network. SMC 1998: 3775-3780 - 1997
- [j1]Masanao Ohbayashi, Kotaro Hirasawa, Junichi Murata:
Evaluation of robust control by universal learning networks. Artif. Life Robotics 1(3): 123-129 (1997) - [c4]Min Han, Masanao Ohbayashi, Kotaro Hirasawa, Junichi Murata, Jinglu Hu:
Generalization Ability of Universal Learning Network by Optimizing Network Size and Time Delay. ICONIP (1) 1997: 371-374 - 1996
- [c3]Masanao Ohbayashi, Kotaro Hirasawa, Junichi Murata, Masaaki Harada:
Robust learning control using universal learning network. ICNN 1996: 2208-2213 - 1995
- [c2]Kotaro Hirasawa, Masanao Ohbayashi, Junichi Murata:
Universal learning network and computation of its higher order derivatives. ICNN 1995: 1273-1277 - [c1]Masaru Koga, Kotaro Hirasawa, Junichi Murata, Masanao Ohbayashi:
Chaos control using second order derivatives of universal learning network. ICNN 1995: 1287-1292
Coauthor Index
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