Shigenobu Kobayashi

发表

Reinforcement learning of walking behavior for a four-legged robot

Shigenobu Kobayashi, Hajime Kimura, Toru Yamashita, 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

Instance-based Policy Learning by Real-coded Genetic Algorithms and Its Application to Control of Nonholonomic Systems

Isao Ono, Shigenobu Kobayashi, Jun Sakuma, 2009 .

Analyses of Genetic Algorithms for Traveling Salesman Problems for Effective Searchs

Shigenobu Kobayashi, Yuichi Nagata, Y. Nagata, 2001 .

A genetic algorithm for privacy preserving combinatorial optimization

Shigenobu Kobayashi, Jun Sakuma, Shigenobu Kobayashi, 2007, GECCO '07.

A new framework taking account of multi-funnel functions for Real-coded Genetic Algorithms

Isao Ono, Shigenobu Kobayashi, Yuichi Nagata, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

A new real-coded genetic algorithm using the adaptive selection network for detecting multiple optima

Isao Ono, Shigenobu Kobayashi, Jun Sakuma, 2009, 2009 IEEE Congress on Evolutionary Computation.

Development of a reinforcement learning system to play Othello

Shigenobu Kobayashi, Kazuteru Miyazaki, Sougo Tsuboi, 2006, Artificial Life and Robotics.

Theoretical analysis of evolutionary computation on continuously differentiable functions

Isao Ono, Shigenobu Kobayashi, Youhei Akimoto, 2010, GECCO '10.

Natural Policy Gradient Methods with Parameter-based Exploration for Control Tasks

Isao Ono, Shigenobu Kobayashi, Atsushi Miyamae, 2010, NIPS.

An Effective Rule Based Policy Representation and its Optimization using Inter Normal Distribution Crossover

Isao Ono, Shigenobu Kobayashi, Jun Sakuma, 2005, WSTST.

The aim and method of the color image scale

Shigenobu Kobayashi, Shigenobu Kobayashi, 2009 .

Reinforcement learning for penalty avoiding policy making

Shigenobu Kobayashi, Kazuteru Miyazaki, Shigenobu Kobayashi, 2000, Smc 2000 conference proceedings. 2000 ieee international conference on systems, man and cybernetics. 'cybernetics evolving to systems, humans, organizations, and their complex interactions' (cat. no.0.

Reinforcement Learning for Crawling on a Robot Arm

Shigenobu Kobayashi, Kazuteru Miyazaki, Hajime Kimura, 1997 .

Crew roster scheduling by the extended cooperative genetic algorithm

Shigenobu Kobayashi, Nobue Adachi, Shigenobu Kobayashi, 2004 .

Adaptation of expansion rate for real-coded crossovers

Isao Ono, Shigenobu Kobayashi, Youhei Akimoto, 2009, GECCO.

Moving target detection from infrared images using genetic algorithms

Shigenobu Kobayashi, Hajime Kimura, Minoru Kikuchi, 2003, Systems and Computers in Japan.

Textile pile material and process for its manufacture

Shigenobu Kobayashi, Norihiro Minemura, Yoshiyuki Sasaki, 1984 .

Reinforcement Learning for Penalty Avoiding Rational Policy Making

Shigenobu Kobayashi, Kazuteru Miyazaki, Sougo Tsuboi, 2001 .

Adaptive-edge search for power plant start-up scheduling

Isao Ono, Shigenobu Kobayashi, Akimoto Kamiya, 1999, IEEE Trans. Syst. Man Cybern. Part C.

Real-coded GA for High-dimensional k-tablet Structures

Shigenobu Kobayashi, Jun Sakuma, Shigenobu Kobayashi, 2004 .

Rationality of Reward Sharing in Multi-agent Reinforcement Learning

Shigenobu Kobayashi, Kazuteru Miyazaki, Shigenobu Kobayashi, 1999, PRIMA.

Functionally specialized CMA-ES: a modification of CMA-ES based on the specialization of the functions of covariance matrix adaptation and step size adaptation

Isao Ono, Shigenobu Kobayashi, Youhei Akimoto, 2008, GECCO '08.

Interactive Solutions to Discrete Multiple Criteria Problems by Pairwise Comparison

Shigenobu Kobayashi, Vilas Wuwongse, Atsunobu Ichikawa, 1981 .

Advanced power plant start-up automation based on the integration of soft computing and hard computing techniques

Shigenobu Kobayashi, A. Kamiya, A. Kakei, 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).

An Analysis of Actor/Critic Algorithms Using Eligibility Traces: Reinforcement Learning with Imperfect Value Function

Shigenobu Kobayashi, Hajime Kimura, H. Kimura, 1998, ICML.

Study on the Safety Evaluation Method of the Power Reed Switch--Estimation on the Occurrence Probability of Failure to Danger based on Field Data (国際セッションIS--EMD 2003) -- (Session 5 Switching devices)

Shigenobu Kobayashi, Shigeo Umezaki, Kenjiro Hamada, 2003 .

Peer-to-Peer k-meansクラスタリング Privacy-aware k-means Clustering in Peer-to-Peer Network

Shigenobu Kobayashi, Jun Sakuma, J. Sakuma, 2007 .

Optimal design of linear control systems by an interactive optimization method

Shigenobu Kobayashi, Vilas Wuwongse, Atsunobu Ichikawa, 1983 .

Proposal of distance-weighted exponential natural evolution strategies

Isao Ono, Shigenobu Kobayashi, Yuichi Nagata, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

On scalability of Adaptive Weighted Aggregation for multiobjective function optimization

Naoki Hamada, Isao Ono, Shigenobu Kobayashi, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Real-coded Crossovers as a Role of Kernel Density Estimator

Shigenobu Kobayashi, Jun Sakuma, Shigenobu Kobayashi, 2007 .

Sample based crowding method for multimodal optimization in continuous domain

Shigenobu Kobayashi, Einoshin Suzuki, Shin Ando, 2005, 2005 IEEE Congress on Evolutionary Computation.

An information theoretic approach to detection of minority subsets

Shigenobu Kobayashi, Jun Sakuma, Einoshin Suzuki, 2007 .

910 Consideration of Risk Assessment Methods for Industrial Machinery

Shigenobu Kobayashi, Shigeo Umezaki, S. Umezaki, 2000 .

An efficient genetic algorithm for reachability problems

Isao Ono, Shigenobu Kobayashi, Keiko Takahashi, 1997, Proceedings of the Thirtieth Hawaii International Conference on System Sciences.

GA Based on the UV-Structure Hypothesis and Its Application to JSP

Shigenobu Kobayashi, Kokolo Ikeda, Shigenobu Kobayashi, 2000, PPSN.

A Policy Representation Using Weighted Multiple Normal Distribution

Shigenobu Kobayashi, Hajime Kimura, Takeshi Aramaki, 2003 .

Theoretical proof of edge search strategy applied to power plant start-up scheduling

Isao Ono, Shigenobu Kobayashi, Akimoto Kamiya, 2002, IEEE Trans. Syst. Man Cybern. Part B.

Guided Ejection Search for the Pickup and Delivery Problem with Time Windows

Shigenobu Kobayashi, Yuichi Nagata, Shigenobu Kobayashi, 2010, EvoCOP.

Constraint-Handling Method for Multi-objective Function Optimization: Pareto Descent Repair Operator

Isao Ono, Shigenobu Kobayashi, Jun Sakuma, 2007, EMO.

Case-Based Reasoning for Action Planning by Representing Situations at the Abstract Layers

Shigenobu Kobayashi, Tomohiro Takagi, Toshihiko Yokogawa, 1991, Fuzzy Logic and Fuzzy Control.

Fusion of soft computing and hard computing techniques for power energy system

Shigenobu Kobayashi, Akimoto Kamiya, Masakazu Kato, 2003, Proceedings 2003 IEEE International Symposium on Computational Intelligence in Robotics and Automation. Computational Intelligence in Robotics and Automation for the New Millennium (Cat. No.03EX694).

Safety Evaluation of Power Reed Switches applied for Logistic Machinery

Shigenobu Kobayashi, Shigeo Umezaki, Nobuhiko Ido, 2002 .

Fitness-based neighbor selection for multimodal function optimization

Shigenobu Kobayashi, Shin Ando, Shigenobu Kobayashi, 2005, GECCO '05.

Privacy-Preserving Local Search for the Traveling Salesman Problem

Shigenobu Kobayashi, Jun Sakuma, 2010 .

An Adaptive Neighboring Search using Crossover-like Mutation for Function Optimization

Shigenobu Kobayashi, Osamu Takahashi, O. Takahashi, 2001 .

Link analysis for private weighted graphs

Shigenobu Kobayashi, Jun Sakuma, Shigenobu Kobayashi, 2009, SIGIR.

Image Identity as seen in two-and three-color combinations : Verification Using Image Simulation

Shigenobu Kobayashi, Shigenobu Kobayashi, 1989 .

Reinforcement Learning for Penalty Avoidance in Continuous State Spaces

Shigenobu Kobayashi, Kazuteru Miyazaki, Shigenobu Kobayashi, 2007, J. Adv. Comput. Intell. Intell. Informatics.

Reinforcement Learning using Stochastic Gradient Algorithm and its Application to Robots

Shigenobu Kobayashi, Hajime Kimura, H. Kimura, 1999 .

Privacy-preserving reinforcement learning

Shigenobu Kobayashi, Jun Sakuma, Rebecca N. Wright, 2008, ICML '08.

Application of genetic algorithm to flight schedule planning

Shigenobu Kobayashi, Makihiko Sato, Nobue Adachi, 2004, Systems and Computers in Japan.

Adaptive weighted aggregation: A multiobjective function optimization framework taking account of spread and evenness of approximate solutions

Naoki Hamada, Isao Ono, Shigenobu Kobayashi, 2010, IEEE Congress on Evolutionary Computation.

A new weather-routing system that accounts for ship stability based on a real-coded genetic algorithm

Shigenobu Kobayashi, Youhei Akimoto, Naoya Umeda, 2011 .

Adaptive Control of Sewerage Systems using Distributed Reinforcement Learning

Shigenobu Kobayashi, Kei Aoki, Hajime Kimura, 2003 .

Non-linear Function Optimization Using a Genetic Local Search Suitable for Parallelization

Shuhei Kimura, Shigenobu Kobayashi, Akihiko Konagaya, 2004 .

Interview: Expert Systems in Future

Shigenobu Kobayashi, Mitsuhiko Araki, S. Kobayashi, 1988 .

The Basic Consideration on Accident Prevention Strategy for the Operation Executed by Multiple Operators Cooperating in Large Scale Product Lines

Shigenobu Kobayashi, Shigeo Umezaki, Shoken Shimizu, 2004 .

An Efficient Genetic Algorithm for Job Shop Scheduling Problems

Isao Ono, Shigenobu Kobayashi, Masayuki Yamamura, 1995, International Conference on Genetic Algorithms.

An Actor-Critic Algorithm Using a Binary Tree Action Selector

Shigenobu Kobayashi, Hajime Kimura, H. Kimura, 2001 .

An Extended ISM for Globally Multimodal Function Optimization by Genetic Algorithms

Isao Ono, Shigenobu Kobayashi, Yuichi Nagata, 2009 .

Color Image Scale

Shigenobu Kobayashi, Shigenobu Kobayashi, 1992 .

The Frontiers of Real-coded Genetic Algorithms

Shigenobu Kobayashi, Shigenobu Kobayashi, S. Kobayashi, 2009 .

Functional-Specialization Multi-Objective Real-Coded Genetic Algorithm: FS-MOGA

Naoki Hamada, Isao Ono, Shigenobu Kobayashi, 2008, PPSN.

Reward strategies for adaptive start-up scheduling of power plant

Shigenobu Kobayashi, A. Kamiya, K. Kawai, 1997, 1997 IEEE International Conference on Systems, Man, and Cybernetics. Computational Cybernetics and Simulation.

Bidirectional Relation between CMA Evolution Strategies and Natural Evolution Strategies

Isao Ono, Shigenobu Kobayashi, Youhei Akimoto, 2010, PPSN.

Real-coded crossover as a role of kernel density estimation

Shigenobu Kobayashi, Jun Sakuma, Shigenobu Kobayashi, 2005, GECCO '05.

Large-scale k-means clustering with user-centric privacy-preservation

Shigenobu Kobayashi, Jun Sakuma, Shigenobu Kobayashi, 2010, Knowledge and Information Systems.

An adaptive neighboring search using crossover-like mutation for multi modal function optimization

Shigenobu Kobayashi, Osamu Takahashi, Shigenobu Kobayashi, 2001, 2001 IEEE International Conference on Systems, Man and Cybernetics. e-Systems and e-Man for Cybernetics in Cyberspace (Cat.No.01CH37236).

Discussions of worker ants' rule-based CHC dealing with changing environments

Shigenobu Kobayashi, Akimoto Kamiya, Kazuya Abiko, 2010, Appl. Soft Comput..

Efficient Non-Linear Control by Combining Q-learning with Local Linear Controllers

Shigenobu Kobayashi, Hajime Kimura, H. Kimura, 1999, ICML.

Application of genetic algorithm to flight schedule planning

Shigenobu Kobayashi, Makihiko Sato, Nobue Adachi, 2004 .

Adaptive isolation model using data clustering for multimodal function optimization

Shigenobu Kobayashi, Jun Sakuma, Shin Ando, 2005, GECCO '05.

Emerging Cooperation by Reinforcement Learning

Shigenobu Kobayashi, Masayuki Yamamura, Takehisa Iwashita, 1994 .

An analysis of crossover's effect in genetic algorithms

Shigenobu Kobayashi, Masayuki Yamamura, Hiroshi Satoh, 1994, Proceedings of the First IEEE Conference on Evolutionary Computation. IEEE World Congress on Computational Intelligence.

Adaptive power plant start-up scheduling: simulation test results

Shigenobu Kobayashi, I. Ono, A. Kamiya, 2001, SMCia/01. Proceedings of the 2001 IEEE Mountain Workshop on Soft Computing in Industrial Applications (Cat. No.01EX504).

A Survey on Learning for Agents ( "Foundations and Applications of Agents")

Shigenobu Kobayashi, Kazuteru Miyazaki, Masayuki Yamamura, 1995 .

2106 The development of hold monitor for the industrial robot by magnetic reed switches

Shigenobu Kobayashi, Shigeo Umezaki, Hideo Nakamura, 2001 .

Large-Scale k-Means Clustering with User-Centric Privacy Preservation

Shigenobu Kobayashi, Jun Sakuma, Shigenobu Kobayashi, 2008, PAKDD.

Reinforcement Learning in POMDPs with Function Approximation

Shigenobu Kobayashi, Kazuteru Miyazaki, Hajime Kimura, 1997, ICML.

Fusion of soft computing and hard computing for large-scale plants: a general model

Shigenobu Kobayashi, Rajkumar Roy, Seppo J. Ovaska, 2005, Appl. Soft Comput..

Reinforcement Learning by Stochastic Hill Climbing on Discounted Reward

Shigenobu Kobayashi, Masayuki Yamamura, Hajime Kimura, 1995, ICML.

Local Search for Multiobjective Function Optimization: Pareto Descent Method

Isao Ono, Shigenobu Kobayashi, Kokolo Ikeda, 2006 .

Analysis of The Behavior of MGG and JGG As A Selection Model for Real-coded Genetic Algorithms

Isao Ono, Shigenobu Kobayashi, Youhei Akimoto, 2010 .

Globally multimodal function optimization by Real-Coded Genetic Algorithms using traps

Isao Ono, Shigenobu Kobayashi, Yuichi Nagata, 2010, IEEE Congress on Evolutionary Computation.

Search and Learning by Genetic Algorithms

Shigenobu Kobayashi, Masayuki Yamamura, M. Yamamura, 1995 .

Theoretical Foundation for CMA-ES from Information Geometry Perspective

Isao Ono, Shigenobu Kobayashi, Youhei Akimoto, 2012, Algorithmica.

Proceedings of the 4th International Workshop on Algorithmic Learning Theory

Shigenobu Kobayashi, Takashi Yokomori, Etsuji Tomita, 1993 .

A book of colors: Matching colors, combining colors, color designing, color decorating

Shigenobu Kobayashi, 1987 .

Controlling Multiple Cranes Using Multi-Agent Reinforcement Learning: Emerging Coordination among Competitive Agents

Sachiyo Arai, Shigenobu Kobayashi, Kazuteru Miyazaki, 2000 .

An extension of the rational policy making algorithm to continuous state spaces

Shigenobu Kobayashi, Kazuteru Miyazaki, Hajime Kimura, 2007 .

Emergent search on double circle TSPs using subgour exchange crossover

Isao Ono, Shigenobu Kobayashi, Masayuki Yamamura, 1996, Proceedings of IEEE International Conference on Evolutionary Computation.

Edge Assembly Crossover: A High-Power Genetic Algorithm for the Travelling Salesman Problem

Shigenobu Kobayashi, Yuichi Nagata, Shigenobu Kobayashi, 1997, ICGA.

Proposal of Exploitation-Oriented Learning PS-r#

Shigenobu Kobayashi, Kazuteru Miyazaki, 2008, IDEAL.

Case-Based Reasoning and Knowledge Acquisition form Cases

Shigenobu Kobayashi, 1992 .

Constraint-Handling Method for Function Optimization : Pareto Descent Repair Operator

Isao Ono, Shigenobu Kobayashi, Jun Sakuma, 2007 .

Exemplar-Based Policy with Selectable Strategies and its Optimization Using GA

Hajime Kita, Shigenobu Kobayashi, Kokolo Ikeda, 2010 .

Reinforcement Learning in Large Scale Systems Using State Generalization and Multi-Agent Techniques

Shigenobu Kobayashi, Kei Aoki, Hajime Kimura, 2003 .

A Universal Generalization for Temporal-Difference Learning Using Haar Basis Functions

Shigenobu Kobayashi, Susumu Katayama, Hajime Kimura, 2000, ICML.

Uniform sampling of local pareto-optimal solution curves by pareto path following and its applications in multi-objective GA

Isao Ono, Shigenobu Kobayashi, Jun Sakuma, 2007, GECCO '07.

On the Capability of the Higher-Order Back-Propagation Network

Shigenobu Kobayashi, Masayuki Yamamura, Ken Tanaka, 1992 .

Power plant start-up scheduling: a reinforcement learning approach combined with evolutionary computation

Shigenobu Kobayashi, Masayuki Yamamura, Hajime Kimura, 1998, J. Intell. Fuzzy Syst..

Integration of multi-objective and interactive genetic algorithms and its application to animation design

Hajime Kita, Shigenobu Kobayashi, M. Shibuya, 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).

A Real-Coded Genetic Algorithm using Distance Dependent Alternation Model for Complex Function Optimization

Hajime Kita, Shigenobu Kobayashi, Osamu Takahashi, 2000, GECCO.

An interactive system for supporting multiobjective decision making

Shigenobu Kobayashi, Vilas Wuwongse, Atsunobu Ichikawa, 1983, Autom..

k-tablet Structures and Crossover on Latent Variables for Real-Coded GA

Shigenobu Kobayashi, Jun Sakuma, 2002, GECCO Late Breaking Papers.

Independent constraint satisfaction and its application to sewerage system control

Shigenobu Kobayashi, Kokolo Ikeda, Kei Aoki, 2003, The 2003 Congress on Evolutionary Computation, 2003. CEC '03..

Proposal and Evaluation of Functionally Specialized CMA-ES

Isao Ono, Shigenobu Kobayashi, Youhei Akimoto, 2009 .

Knowledge compilation and refinement for fault diagnosis

Shigenobu Kobayashi, Kotaro Nakamura, Shigenobu Kobayashi, 1991, IEEE Expert.

Profit Sharing Based Reinforcement Learning Systems in Continuous State Spaces

Shigenobu Kobayashi, Kazuteru Miyazaki, 2006 .

A Genetic Algorithm based on Sub-sequence Exchange Crossover and GT method for Job-shop Scheduling

Isao Ono, Shigenobu Kobayashi, Hiroshi Satoh, 1997 .

Adaptive Search based Thermal Power Plant Start-up Scheduling

Isao Ono, Shigenobu Kobayashi, Akimoto Kamiya, 1997 .

On the rationality of profit sharing in multi-agent reinforcement learning

Shigenobu Kobayashi, K. Miyazaki, Shigenobu Kobayashi, 2001, Proceedings Fourth International Conference on Computational Intelligence and Multimedia Applications. ICCIMA 2001.

Hybridization of genetic algorithm and local search in multiobjective function optimization: recommendation of GA then LS

Shigenobu Kobayashi, Kokolo Ikeda, Ken Harada, 2006, GECCO '06.

A Real Coded Genetic Algorithm for Function Optimization Using Unimodal Normal Distributed Crossover

Isao Ono, Shigenobu Kobayashi, Shigenobu Kobayashi, 1997, ICGA.

A genetic algorithm for job-shop scheduling problems using job-based order crossover

Isao Ono, Shigenobu Kobayashi, Masayuki Yamamura, 1996, Proceedings of IEEE International Conference on Evolutionary Computation.

An angular distance dependent alternation model for real-coded genetic algorithms

Shigenobu Kobayashi, Osamu Takahashi, O. Takahashi, 2004, Proceedings of the 2004 Congress on Evolutionary Computation (IEEE Cat. No.04TH8753).

Generalization of State-action Space in Reinforcement Learning Robots

Shigenobu Kobayashi, Hajime Kimura, 2004 .

Algorithmic Learning Theory: 4th International Workshop, ALT '93, Tokyo, Japan, November 8-10, 1993 - Proceedings

Shigenobu Kobayashi, Takashi Yokomori, Etsuji Tomita, 1993 .

Multi-objective optimization by genetic algorithms: a review

Hajime Kita, Shigenobu Kobayashi, Hisashi Tamaki, 1996, Proceedings of IEEE International Conference on Evolutionary Computation.

Instance-Based Policy Search using Binomial Distribution Crossover and Iterated Refreshment

Isao Ono, Shigenobu Kobayashi, Kokolo Ikeda, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Global and multi-objective optimization for lens design by real-coded genetic algorithms

Isao Ono, Shigenobu Kobayashi, Koji Yoshida, 1998, Other Conferences.

An Evolutionary Algorithm for Optimizing Functions with UV Structures

Isao Ono, Shigenobu Kobayashi, Jun Sakuma, 2006, 2006 IEEE International Conference on Systems, Man and Cybernetics.

Interactive solution to multiple criteria problems in chemical process design: An approach by pairwise comparison

Shigenobu Kobayashi, A. Ichikawa, Tomio Umeda, 1980 .

A GA Approach to Solving Reachability Problems for Petri Nets (Special Section on Description Models for Concurrent Systems and Their Applications)

Shigenobu Kobayashi, Masayuki Yamamura, Keiko Takahashi, 1996 .

Efficient Local Search Limitation Strategies in Memetic Algorithm

Shigenobu Kobayashi, Satoshi Tojo, Yuichi Nagata, 2010 .

２段階GA ``Solid EMO'' によるレンズ系設計

Isao Ono, Shigenobu Kobayashi, Jun Sakuma, 2008 .

Deterministic Multi-step Crossover Fusion: A Handy Crossover Composition for GAs

Shigenobu Kobayashi, Kokolo Ikeda, Kokolo Ikeda, 2002, PPSN.

A Powerful Genetic Algorithm Using Edge Assembly Crossover for the Traveling Salesman Problem

Shigenobu Kobayashi, Yuichi Nagata, Shigenobu Kobayashi, 2013, INFORMS J. Comput..

Extrapolation-Directed Crossover for Job-shop Scheduling Problems: Complementary Combination with JOX

Shigenobu Kobayashi, Jun Sakuma, Shigenobu Kobayashi, 2000, GECCO.

An Extension of Profit Sharing to Partially Observable Markov Decision Processes: Proposition of PS-r* and its Evaluation

Shigenobu Kobayashi, Kazuteru Miyazaki, 2003 .

Fusion of soft computing and hard computing for large-scale plants: an overview

Shigenobu Kobayashi, Rajkumar Roy, Seppo J. Ovaska, 2003, SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483).

Knowledge Representation and Control of Inference(Basic and Systematizing Technology, the Applications of Artificial Intelligence in Machine Industries)

Shigenobu Kobayashi, 1986 .

Variance-Penalized Reinforcement Learning for Risk-Averse Asset Allocation

Makoto Sato, Shigenobu Kobayashi, Makoto Sato, 2000, IDEAL.

Multi-agent reinforcement learning for crane control problem: designing rewards for conflict resolution

Sachiyo Arai, Shigenobu Kobayashi, Kazuteru Miyazaki, 1999, Proceedings. Fourth International Symposium on Autonomous Decentralized Systems. - Integration of Heterogeneous Systems -.

Reinforcement learning for continuous action using stochastic gradient ascent

Shigenobu Kobayashi, Hajime Kimura, H. Kimura, 1998 .

An Augmented EBL and its Application to the Utility Problem

Shigenobu Kobayashi, Masayuki Yamamura, M. Yamamura, 1991, IJCAI.

Rationality of reward sharing in multi-agent reinforcement learning

Shigenobu Kobayashi, Kazuteru Miyazaki, K. Miyazaki, 1999, New Generation Computing.

Exploitation-Oriented Learning PS-r#

Shigenobu Kobayashi, Kazuteru Miyazaki, K. Miyazaki, 2009, J. Adv. Comput. Intell. Intell. Informatics.

A Memetic Algorithm for the Pickup and Delivery Problem with Time Windows Using Selective Route Exchange Crossover

Shigenobu Kobayashi, Yuichi Nagata, Shigenobu Kobayashi, 2010, PPSN.

Development of the Image Scale - Six Methods of Color Psychological Study -

Shigenobu Kobayashi, 1998 .

A New Real-coded Genetic Algorithm with an Adaptive Mating Selection for UV-landscapes

Isao Ono, Shigenobu Kobayashi, Jun Sakuma, 2010 .

Multi Criteria Reinforcement Learning Based on Goal-directed Exploration and its Application to Bipedal Walking Robot

Shigenobu Kobayashi, Kokolo Ikeda, Jun Sakuma, 2005 .

SLIP: A Sophisticated Learner for Instance-based Policy using Hybrid GA

Shigenobu Kobayashi, Kokolo Ikeda, Jun Sakuma, 2006 .

Latent variable crossover for k-tablet structures and its application to lens design problems

Shigenobu Kobayashi, Jun Sakuma, 2005, GECCO '05.

Recognition process using feature data fusion for imaging system

Shigenobu Kobayashi, M. Kikuchi, M. Kikuchi, 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).

Adaptive Weighted Aggregation 2: More scalable AWA for multiobjective function optimization

Naoki Hamada, Isao Ono, Shigenobu Kobayashi, 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).

Planning Problems and Artificial intelligence : An Overview ( Planning Problem and Artificial Intelligence)

Shigenobu Kobayashi, 1992 .

Reinforcement learning of walking behavior for a four-legged robot

Shigenobu Kobayashi, Hajime Kimura, Toru Yamashita, 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

Infrared image target detection process using continuous features

Shigenobu Kobayashi, Hiroshi Miyauchi, Hiroyuki Tamura, 2000, SPIE Defense + Commercial Sensing.

2511 Permanent magnet operation for power reed switches as positioning sensors for robot control.

Shigenobu Kobayashi, Shigeo Umezaki, 2000 .

k-Certainty Exploration Method: An Action Selector to Identify the Environment in Reinforcement Learning

Shigenobu Kobayashi, Kazuteru Miyazaki, Masayuki Yamamura, 1997, Artif. Intell..

Reinforcement learning by GA using importance sampling

Shigenobu Kobayashi, Jun Sakuma, Hajime Kimura, 2005 .

Proposal for an algorithm to improve a rational policy in POMDPs

Shigenobu Kobayashi, K. Miyazaki, K. Miyazaki, 1999, IEEE SMC'99 Conference Proceedings. 1999 IEEE International Conference on Systems, Man, and Cybernetics (Cat. No.99CH37028).

Distributed Production Systems with Communication and Synchronization Mechanism; Po - PS

Shigenobu Kobayashi, Norihiko Ono, 1986 .

Distributed Reinforcement Learning using Bi-directional Decision Making for Controlling Multi-Stage Flow Systems

Shigenobu Kobayashi, Kei Aoki, Hajime Kimura, 2004 .

Average-Reward Reinforcement Learning for Variance Penalized Markov Decision Problems

Makoto Sato, Shigenobu Kobayashi, Shigenobu Kobayashi, 2001, International Conference on Machine Learning.