学術情報データベース - 宮崎　和光

ミヤザキ　カズテル MIYAZAKI Kazuteru
宮崎　和光

所属文教大学情報学部データサイエンス学科

職種教授

著書・論文歴
著書	これからの強化学習 (共著) 2016/10
著書	新しい学士を目指して - 実践的学習のガイドブック -, (共著) 2008
論文	Rationality of Policy-Based Profit Sharing in Deep Reinforcement Learning The 33rd IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD2025-Winter) (共著) 2025/12
論文	A Study on Support for Degree Awarding on NIAD-QE Using Deep Learning Intelligent Systems Conference (IntelliSys) 2025 (2025.8), Intelligent Systems and ApplicationsProceedings of the 2025 Intelligent Systems Conference (IntelliSys), Volume 3 3,615-623頁 (単著) 2025/11
論文	Rule-based generation of synthetic genetic circuits - recent progress in v 2.0 - IWBDA 2025 (共著) 2025/09
論文	A Study on the relationship between Conscious Decision-Making Systems and BDI architecture - Focusing on Fusion with Plants BICA*AI 2025 (共著) 2025/08
論文	Modeling the Placebo Effect by Reinforcement Learning BICA*AI 2025 (単著) 2025/08
論文	BioDOS のための論文推薦方法の提案 145 (2),158-168頁 (共著) 2025/02
論文	Rule-based generation of synthetic genetic circuits IWBDA 2024 (共著) 2024/11
論文	Extension of a conscious decision-making system using deep reinforcement learning to multi-agent environment BICA*AI 2024 (単著) 2024/08
論文	Enhanced Naive Agent in Angry Birds AI Competition via Exploitation-Oriented Learning Journal of Robotics and Mechatronics 36 (3),580-588頁 (単著) 2024/06/20
論文	Performance evaluation of character-level CNNs using tweet data and analysis for weight perturbations Artificial Life and Robotics (共著) 2024/04/05
論文	Proposal of a Course-Classification Support System Using Deep Learning and its Evaluation When Combined with Reinforcement Learning Journal of Advanced Computational Intelligence and Intelligent Informatics 28 (2),454-467頁 (共著) 2024/03/20
論文	Suppression of negative tweets using reinforcement learning systems Cognitive Systems Research 84 (共著) 2024/03
論文	Competencies to Be Cultivated in Higher Education and Their Evaluation in the Era of Generative AI: Through the Experiences With Self-Study Degree-Awarding Program in NIAD-QE The 15th Higher Education International Conference, ARTIFICIAL INTELLIGENCE AND PEDAGOGICAL TRANSFORMATION: IMPLICATIONS FOR HIGHER EDUCATION QUALITY ASSURANCE (共著) 2023/12
論文	Suppression of Negative Tweets using Reinforcement Learning Systems in a Multi-Agent Environment 2023 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence, the 14th Annual Meeting of the BICA Society (BICA*AI 2023) (共著) 2023/10
論文	Rule-based generation of synthetic genetic circuits Proc. of the 15th International Workshop on Bio-Design Automation (IWBDA 2023) (共著) 2023/09
論文	Proposal and Evaluation of a Course-Classification-Support System Emphasizing Communication with the Sub-committees Within the Committee of Validation and Examination for Degrees Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,123-130頁 (共著) 2023/03/26
論文	Effectiveness of Character-level CNN and its Examination of Perturbation for Weights 28th International Symposium on Artificial Life and Robotics (AROB 28th 2023) (共著) 2023/01/25
論文	Traffic Signal Control System Using Deep Reinforcement Learning With Emphasis on Reinforcing Successful Experiences IEEE Access 10,128943-128950頁 (共著) 2022/12
論文	Modeling of placebo effect in stochastic reward tasks by reinforcement learning Procedia Computer Science 213,255-262頁 (単著) 2022/11
論文	Rule-based generation of synthetic genetic circuits 14th International Workshop on Bio-Design Automation (IWBDA 2022),75-76頁 (共著) 2022/10
論文	Proposal and Evaluation of Deep Profit Sharing Method in a Mixed Reward and Penalty Environment Studies in Computational Intelligence,313-318頁 (単著) 2022/03
論文	学位に付記する専攻分野の名称とディプロマ・ポリシーの整合性に関する研究電気学会論文誌Ｃ 142 (2),117-128頁 (共著) 2022/02/01
論文	Evaluation of Character-Level CNNs using the NTCIR-13 MedWeb Task The 22nd International Symposium on Advanced Intelligent Systems (ISIS2021) (共著) 2021/12
論文	Proposal and evaluation of deep exploitation-oriented learning under multiple reward environment Cognitive Systems Research 70,29-39頁 (単著) 2021/12
論文	Home Energy Management Algorithm Based on Deep Reinforcement Learning Using Multistep Prediction IEEE Access 9,153108-153115頁 (共著) 2021/11/13
論文	Application of Deep Reinforcement Learning to Decision-Making System based on Consciousness 2020 Annual International Conference on Brain-Inspired Cognitive Architectures for Artificial Intelligence: Eleventh Annual Meeting of the BICA Society (共著) 2020/10
論文	Distributed Deep Reinforcement Learning Method Using Profit Sharing for Learning IEEJ Transactions on Electrical and Electronic Engineering 15 (8),1188-1196頁 (共著) 2020/06
論文	Classification of Medical Data using Character-level CNN The 3rd International Conference on Information Science and Systems (ICISS 2020) (単著) 2020/03
論文	Construction of consistency judgment system of diploma policy and curriculum policy using character-level CNN Electronics and Communications in Japan 102 (12),30-39頁 (共著) 2019/12/01
論文	Deep Reinforcement Learning with Dual Targeting Algorithm International Joint Conference on Neural Networks 2019 (IJCNN2019) (共著) 2019/07
論文	Research on Consistency between Diploma Policies and Nomenclature of Major Disciplines : Deep Learning Approach 2019 7th International Conference on Information and Education Technology (ICIET2019) (共著) 2019/03
論文	Character-level CNNを用いたディプロマ・ポリシーとカリキュラム・ポリシーの整合性判定システムの構築電気学会論文誌C 139 (10),1119-1127頁 (共著) 2019
論文	Proposal and Evaluation of Detour Path Suppression Method in PS Reinforcement Learning SICE Journal of Control, Measurement, and System Integration 12 (5),1-9頁 (共著) 2019
論文	Consistency Assessment between Diploma Policy and Curriculum Policy using Character-level CNN Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems (SCIS&ISIS2018) (共著) 2018/12
論文	A Proposal for Reducing the Number of Trial-and-Error Searches for Deep Q-Networks Combined with Exploitation-Oriented Learning 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA2018),983-988頁 (共著) 2018/11
論文	Proposal of Detour Path Suppression Method in PS Reinforcement Learning and Its Application to Altruistic Multi-agent Environment Lecture Notes in Computer Science (International Conference on Principles and Practice of Multi-Agent Systems (PRIMA2018)) 11224,638-645頁 (共著) 2018/10
論文	Proposal and Evaluation of an Indirect Reward Assignment Method for Reinforcement Learning by Profit Sharing IntelliSys 2018,187-200頁 (共著) 2018/09
論文	On Stable Profit Sharing Reinforcement Learning with Expected Failure Probability Biologically Inspired Cognitive Architectures Meeting,228-233頁 (共著) 2018/08
論文	Proposal and Evaluation of Reward Sharing Method Based on Safety Level SICE Journal of Control, Measurement, and System Integration 11 (3),207-213頁 (共著) 2018/05
論文	Proposal of a deep Q-network with profit sharing Procedia Computer Science 123,302-307頁 (単著) 2018
論文	Exploitation-oriented learning with deep learning -introducing profit sharing to a deep Q-Network Journal of Advanced Computational Intelligence and Intelligent Informatics 21 (5),849-855頁 (単著) 2017/09/01
論文	Proposal of PS with EFP and its evaluation in multi-agent reinforcement learning Journal of Advanced Computational Intelligence and Intelligent Informatics 21 (5),930-938頁 (共著) 2017/09/01
論文	Proposal of an action selection strategy with expected failure probability and its evaluation in multi-agent reinforcement learning Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 10207,172-186頁 (共著) 2017
論文	Proposal of reward sharing method based on Safety Level and verification of its effectiveness in multi-agent environment 2017 56TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE),1159-1164頁 (共著) 2017
論文	2報酬PS強化学習法の提案とその有効性の検証 (システム研究会機械学習応用研究の最前線) 電気学会研究会資料. ST 2016 (29),1-6頁 (共著) 2016/07/09
論文	深層学習を組み込んだ経験強化型学習XoL : deep Q-networkとの比較 (システム研究会機械学習応用研究の最前線) 電気学会研究会資料. ST 2016 (29),7-12頁 (単著) 2016/07/09
論文	A Study of an Indirect Reward on Multi-agent Environments 7TH ANNUAL INTERNATIONAL CONFERENCE ON BIOLOGICALLY INSPIRED COGNITIVE ARCHITECTURES, (BICA 2016) 88,94-101頁 (共著) 2016
論文	Proposal and Evaluation of an Action Selection Strategy with Expected Failure Probability in Multiagent Learning 2016 IEEE INTERNATIONAL CONFERENCE ON AGENTS (IEEE ICA 2016),127-130頁 (共著) 2016
論文	Proposal and Evaluation of an Action Selection Strategy with Expected Failure Probability in Multiagent Learning 2016 IEEE INTERNATIONAL CONFERENCE ON AGENTS (IEEE ICA 2016) 10207,127-130頁 (共著) 2016
論文	失敗確率伝播アルゴリズムEFPの提案とマルチエージェント環境下での有効性の検証電気学会論文誌C 136 (3),273-281頁 (共著) 2016
論文	The Necessity of a Secondary System in Multi-agent Learning The First International Symposium on Swarm Behavior and Bio-Inspired Robotics,299-305頁 (単著) 2015/10
論文	Proposed Decision-Making System Based on Consciousness in Multiple Rewards and Penalties Environments International Journal of Machine Learning and Computing (2014 International Conference on Artificial Intelligence (ICOAI 2014)) 5 (2),121-126頁 (単著) 2015/04
論文	テキストマイニング応用の進展―学位授与事業におけるシラバス分類― 知能と情報 26 (2),42-50頁 (共著) 2014/04/15
論文	正例および負例の集合を考慮した科目分類支援システムの提案と経験強化型学習との融合大学評価・学位研究 15 (15),1-15頁 (共著) 2014/03
論文	A Study on the Practical Use of Course Classification Support System in Degree-Awarding of NIAD-UE 2014 Proceedings of the SICE Annual Conference (SICE),928-934頁 (共著) 2014
論文	The necessity of a secondary system in machine consciousness Energy Procedia 41 (C),15-22頁 (共著) 2014
論文	《第5回》応用志向の「試行錯誤に基づく目的指向学習」 : Exploitation-oriented Learning ; XoL 計測と制御 = Journal of the Society of Instrument and Control Engineers 52 (5),462-467頁 (単著) 2013/05/10
論文	Proposal of a Propagation Algorithm of the Expected Failure Probability and the Effectiveness on Multi-agent Environments 2013 PROCEEDINGS OF SICE ANNUAL CONFERENCE (SICE),1067-1072頁 (共著) 2013
論文	Proposal of an exploitation-oriented learning method on multiple rewards and penalties environments and the design guideline Journal of Computers (Finland) 8 (7),1683-1690頁 (単著) 2013
論文	Evaluation of the Improved Penalty Avoiding Rational Policy Making Algorithm in Real World Environment INTELLIGENT INFORMATION AND DATABASE SYSTEMS (ACIIDS 2012), PT I 7196,270-280頁 (共著) 2012
論文	Introduction of fixed mode states into online profit sharing and its application to waist trajectory generation of biped robot Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7188,297-308頁 (共著) 2012
論文	Introduction of fixed mode states into online reinforcement learning with penalties and rewards and its application to biped robot waist Trajectory Generation Journal of Advanced Computational Intelligence and Intelligent Informatics 16 (6),758-768頁 (共著) 2012
論文	Proposal and evaluation of the active course classification support system with exploitation-oriented learning Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 7188,333-344頁 (共著) 2012
論文	Proposal of an Active Course Classification Support System with Exploitation-oriented Learning Extended by Positive and Negative Examples 6TH INTERNATIONAL CONFERENCE ON SOFT COMPUTING AND INTELLIGENT SYSTEMS, AND THE 13TH INTERNATIONAL SYMPOSIUM ON ADVANCED INTELLIGENT SYSTEMS,1520-1527頁 (共著) 2012
論文	Proposal of the continuous-valued penalty avoiding rational policy making algorithm Journal of Advanced Computational Intelligence and Intelligent Informatics 16 (2),183-190頁 (単著) 2012
論文	Automatic Tuning of Judgement Parameter in Continuous State Exploitation-oriented Learning SICE Annual Conference 2010,3246-3249頁 (単著) 2010/08
論文	Threshold learning in the improved penalty avoiding rational policy making algorithm SICE Annual Conference 2010,3240-3245頁 (共著) 2010/08
論文	改良型罰回避政策形成アルゴリズムへの罰基底度閾値決定機構の導入と評価日本機械学会関東支部総会講演会講演論文集 2010 (16),87-88頁 (共著) 2010/03/09
論文	The Penalty Avoiding Rational Policy Making Algorithm in Continuous Action Spaces INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2010 6283,178-185頁 (単著) 2010
論文	A New Improved Penalty Avoiding Rational Policy Making Algorithm for Keepaway with Continuous State Spaces. JACIII 13 (6),675-682頁 (共著) 2009/11
論文	Exploitation-Oriented Learning PS-r#. JACIII 13 (6),624-630頁 (共著) 2009/11
論文	Development of the Active Course Classification Support System with a Learning Mechanism ICROSS-SICE International Joint Conference 2009 (ICCAS-SICE 2009),1189-1194頁 (共著) 2009/08
論文	Consideration on Document Structure of Syllabi - Advanced Engineering Programs of Colleges of Technology SCIS&ISIS 2008,172-175頁 (共著) 2008/09
論文	Extension of Improved Penalty Avoiding Rational Policy Making Algorithm to Tile Coding Environment for Keepaway Tasks 2008 PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 1-7,1957-+頁 (共著) 2008
論文	Proposal of Exploitation-Oriented Learning PS-r(#) INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2008 5326,1-+頁 (共著) 2008
論文	専門科目名のリストを利用した学位授与事業のための科目分類支援システムの評価大学評価・学位研究 = RESEARCH ON ACADEMIC DEGREES AND UNIVERSITY EVALUATION (6),27-42頁 (共著) 2007/12
論文	Improvement of the Penalty Avoiding Rational Policy Making algorithm to Real World Robotics 3th International Conference on Advanced Robotics (ICAR 2007),1183-1188頁 (共著) 2007/08
論文	Reinforcement Learning for Penalty Avoidance in Continuous State Spaces. JACIII 11 (6),668-676頁 (共著) 2007/07
論文	ビジネス・MOT，会計，公共政策系専門職大学院のカリキュラム構成 : シラバスの文書クラスタリングを用いた比較分析大学評価・学位研究 = RESEARCH ON ACADEMIC DEGREES AND UNIVERSITY EVALUATION (5),37-54頁 (共著) 2007/03
論文	期待報酬推定型 Profit Sharing におけるロバスト性解析 : 無効ルール抑制条件における理論的考察と局所解問題への展開自律分散システム・シンポジウム資料 = SICE Symposium on Decentralized Autonomous Systems 19,79-84頁 (共著) 2007/01/29
論文	より人間らしい人工知能を目指して(<特集>編集委員2007年の抱負) 人工知能学会誌 22 (1),39-39頁 (単著) 2007/01
論文	Proposal and evaluation of the Penalty Avoiding Rational Policy Making Algorithm with penalty level PROCEEDINGS OF SICE ANNUAL CONFERENCE, VOLS 1-8,2757-+頁 (共著) 2007
論文	合理的政策形成アルゴリズムの連続値入力への拡張人工知能学会論文誌 22 (3),332-341頁 (共著) 2007
論文	MindStormsと高等教育―特集総説― 人工知能学会誌 21 (5),517-521頁 (単著) 2006/09/01
論文	キーワードの関連用語を考慮したシラバス検索システムの構築知能と情報 18 (2),299-309頁 (共著) 2006/04
論文	MDP集団におけるマルチユーザ学習エージェント人工知能学会全国大会論文集 20,1-4頁 (共著) 2006
論文	相互作用の本質にせまる~知的システムの理解と設計の新視点~エージェント‐環境間相互作用~強化学習の立場からの再考~ 計測と制御 44 (12),859-864頁 (共著) 2005/12/10
論文	シラバス‐専門用語の相互クラスタリングを用いたカリキュラム分析システムの改善知能と情報 17 (5),569-586頁 (共著) 2005/10
論文	分類候補数の能動的調整を可能にした学位授与事業のための科目分類支援システムの提案と評価知能と情報 17 (5),558-568頁 (共著) 2005/10
論文	キーワードの関連用語を考慮したシラバス検索システムの改善電子情報通信学会技術研究報告 105 (298(ET2005 27-37)),53-58頁 (共著) 2005/09/10
論文	行為の選択に熟考と強化学習を併用するBDIアーキテクチャの実現について 2005年度人工知能学会全国大会（第19回） (共著) 2005/06
論文	ITを利用した高等教育の展開 : 教室外講義, 通信教育を中心に大学評価・学位研究 = RESEARCH ON ACADEMIC DEGREES AND UNIVERSITY EVALUATION (2),101-111頁 (共著) 2005/03
論文	ウェブ文書からの情報抽出に関する研究の概観 : シラバスデータへの適用に向けて大学評価・学位研究 = RESEARCH ON ACADEMIC DEGREES AND UNIVERSITY EVALUATION (1),135-143頁 (共著) 2005/03
論文	シラバスデータベースシステムの構築と専門教育課程の比較分析への応用大学評価・学位研究 = RESEARCH ON ACADEMIC DEGREES AND UNIVERSITY EVALUATION (2),87-97頁 (共著) 2005/03
論文	言い換え表現抽出に基づく関連用語収集手法のシラバス検索システムへの応用名古屋大学附属図書館研究年報 3 (3),15-22頁 (共著) 2005/03
論文	電子化されたシラバスに基づく学位授与事業のための科目分類支援システムの試作情報処理学会論文誌 46 (3),782-791頁 (共著) 2005/03
論文	シラバスの文書クラスタリングに基づくカリキュラム分析システムの構築情報処理学会論文誌 46 (1),289-300頁 (共著) 2005/01
論文	Syllabus database and web service on higher education 7th International Conference on Advanced Communication Technology, Vols 1 and 2, Proceedings 1,415-418頁 (共著) 2005
論文	連続値入力に対応したProfit Sharingに基づく強化学習システム人工知能学会全国大会論文集 19,1-4頁 (共著) 2005
論文	シラバスデータベースの構築と利用情報科学技術フォーラム一般講演論文集 3 (4),347-348頁 (共著) 2004/08/20
論文	科目分類支援システムの改善とその応用情報科学技術フォーラム一般講演論文集 3 (4),291-292頁 (共著) 2004/08/20
論文	Development of a reinforcement learning system to play Othello Artificial Life and Robotics 17 (4),177-181頁 (共著) 2004/04
論文	電子化シラバスに基づく学位授与のための科目分類支援システムの検討学位研究 (18),133-150頁 (共著) 2004/03
論文	On development of a course classification support system using syllabus data (共著) 2004
論文	Reinforcement Learning in Multiple Rewards and Penalties Environments Joint 2nd International Conference on Soft Computing and Intelligent Systems and 5th International Symposium on Advanced Intelligent Systems CD-ROM (共著) 2004
論文	強化学習とBDIの統合について : カヌー・レーシングを例題とした統合手法の考察人工知能学会全国大会論文集 18,1-4頁 (共著) 2004
論文	大学評価と学位授与(アイ・サイ問答教室) システム/制御/情報 : システム制御情報学会誌 47 (9),457-458頁 (共著) 2003/09
論文	Generating Cooperative Behavior by Multi-Agent Profit Sharing on the Soccer Game The 4th International Symposium on Advanced Intelligent Systems,166-169頁 (共著) 2003
論文	On Development of a Course Classification System using Syllabus Data 1st Asia-Pacific International Conference on Computational Methods in Engineering,68-69頁 (共著) 2003
論文	Profit Sharingの不完全知覚環境下への拡張:PS‐r^*の提案と評価人工知能学会論文誌 18 (5),286-296頁 (共著) 2003
論文	Comparison with Profit Sharing and Random Selection in POMDPs Proc.of Joint 1st International Conference on Soft Computing and Intelligent Systems 24Q6-2(CD-ROM) (共著) 2002
論文	Educational Issues of Information Technology (IT) Engineers in Japan - Gap between Industrial Demand and University Supply ? 2002 ASEE/SEFI/TUB International Colloquium "Global Changes in EngineeringEducation" Poster Presentation (共著) 2002
論文	Learning Robust Policies for Uncertain and Stochastic Multi-agent Domains Proc. of the 7th International Symposium on Artificial Life and Robotics,179-182頁 (共著) 2002
論文	Reinforcement Learning for Penalty Avoiding Profit Sharing and its Application to the Soccer Game（jointly worked） Proc. of ICONIP'02-SEAL'02-FSKD'02,335-339頁 (共著) 2002
論文	Reinforcement Learning in 2-players games Proc. of the 7th International Symposium on Artificial Life and Robotics,183-186頁 (共著) 2002
論文	罰回避政策形成アルゴリズムの改良とオセロゲームへの応用人工知能学会論文誌 17 (5),548-556頁 (共著) 2002
論文	On the rationality of Profit Sharing in multi-agent reinforcement learning ICCIMA 2001: FOURTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND MULTIMEDIA APPLICATIONS, PROCEEDINGS,123-127頁 (共著) 2001
論文	Rationality of reward sharing in multi-agent reinforcement learning NEW GENERATION COMPUTING 19 (2),157-172頁 (共著) 2001
論文	Reinforcement Learning for Penalty Avoiding Policy Making and its Extensions and an Applications to the Othello Game Proc. of the 7th International Conference on Information System Analysis and Cynthesis 3,40-44頁 (共著) 2001
論文	罰を回避する合理的政策の学習人工知能学会論文誌 16 (2),185-192頁 (共著) 2001
論文	強化学習によるロボットの知的制御 : Lego Mindstorms への実装 Dynamics and Design Conference : 機械力学・計測制御講演論文集 : D & D 2000,1-1頁 (単著) 2000/09/01
論文	Controlling multiple cranes using multi-agent reinforcement learning: Emerging coordination among competitive agents IEICE TRANSACTIONS ON COMMUNICATIONS E83B (5),1039-1047頁 (共著) 2000/05
論文	罰回避政策の形成とゲーム問題への応用知能システムシンポジウム資料 27,117-122頁 (共著) 2000/03/23
論文	Cranes Control Using Multi-agent Profit Sharing 6th International Conference on Information Systems Analysis and Cynthesis IX,178-183頁 (共著) 2000
論文	Reinforcement learning for penalty avoiding policy making Proceedings of the IEEE International Conference on Systems, Man and Cybernetics 1,206-211頁 (共著) 2000
論文	Profit Sharingを用いたマルチエージェント強化学習における報酬配分の理論的考察人工知能学会誌 14 (6),1156-1164頁 (共著) 1999/11
論文	強化学習システムの設計指針計測と制御 = Journal of the Society of Instrument and Control Engineers 38 (10),618-623頁 (共著) 1999/10
論文	POMDPs環境下での決定的政策の学習人工知能学会誌 14 (1),148-156頁 (共著) 1999/01
論文	Multi-agent Reinforcement Learning for Crane Control Problem: Designing Rewards for Conflict Resolution. The Fourth International Symposium on Autonomous Decentralized Systems, ISADS 1999, Tokyo, Japan, March 20-23, 1999,310-319頁 (共著) 1999
論文	On the Rationality of Profit Sharing in Partially Observable Markov Decision Processes 5th International Conference on Information Systems Analysis and Cynthesis,190-197頁 (共著) 1999
論文	Profit Sharingに基づく強化学習の理論と応用人工知能学会誌 14 (5),800-807頁 (共著) 1999
論文	Proposal for an Algorithm to Improve a Rational Policy in POMDPs 1999 IEEE International Conference on Systems, Man and Cybernetics,492-497頁 (共著) 1999
論文	Rationality of Reward Sharing in Multi-agent Reinforcement Learning Approaches to Intelligent Agents, Second Pacific Rim International Workshop on Multi-Agents, PRIMA '99, Kyoto, Japan, December 2-3, 1999, Proceedings,111-125頁 (共著) 1999
論文	マルチエージェント強化学習における報酬配分の理論的考察計測自動制御学会第11回自律分散システムシンポジウム (共著) 1999
論文	マルチエージェント強化学習の方法論 Q‐LearningとProfit Sharingによる接近人工知能学会誌 13 (4),609-618頁 (共著) 1998/07
論文	罰回避政策の境界維持による合理的政策の形成知能システムシンポジウム資料 25,93-98頁 (共著) 1998/03/19
論文	Cranes control using multi-agent reinforcement learning INTELLIGENT AUTONOMOUS SYSTEMS,335-342頁 (共著) 1998
論文	Learning deterministic policies in partially observable Markov decision processes INTELLIGENT AUTONOMOUS SYSTEMS,250-257頁 (共著) 1998
論文	POMDPsにおける合理的政策の逐次改善アルゴリズムの提案第25回知能システムシンポジウム予稿集,87-92頁 (共著) 1998
論文	離散マルコフ決定過程における強化学習日本ファジィ学会誌 9 (4),447-450頁 (単著) 1997/08/15
論文	強化学習に基づくオセロゲームの政策形成知能システムシンポジウム資料 24,33-38頁 (共著) 1997/03/18
論文	k-certainty exploration method: An action selector to identify the environment in reinforcement learning (Reprinted from J Japan Soc Artif Intell, vol 10) ARTIFICIAL INTELLIGENCE 91 (1),155-171頁 (共著) 1997/03
論文	マルコフ決定過程下での統合的強化学習システム自律分散システム・シンポジウム資料 = SICE Symposium on Decentralized Autonomous Systems 9,85-90頁 (共著) 1997/01/16
論文	ロボットアームによるほふく行動の強化学習自律分散システム・シンポジウム資料 = SICE Symposium on Decentralized Autonomous Systems 9,97-102頁 (共著) 1997/01/16
論文	MarcoPolo:報酬獲得と環境同定のトレードオフを考慮した強化学習システム人工知能学会誌 12 (1),78-89頁 (共著) 1997/01
論文	Generationg Cooperative Behavior by Multi-Agent Reinforcement Learning Proc. of the 6th European Workshop on Learning Robots,143-157頁 (共著) 1997
論文	Reinforcement Learning in POMDPs with Function Approximation. Proceedings of the Fourteenth International Conference on Machine Learning (ICML 1997), Nashville, Tennessee, USA, July 8-12, 1997,152-160頁 (共著) 1997
論文	l‐確実探査法: エージェントによる環境同定のための行動選択戦略 k‐確実探査法の不確実性下への拡張人工知能学会誌 11 (5),804-808頁 (共著) 1996/09
論文	MarcoPolo - 報酬獲得と環境同定のトレードオフを考慮した学習システム自律分散システム・シンポジウム資料 = SICE Symposium on Decentralized Autonomous Systems 8,121-126頁 (共著) 1996/01/17
論文	Marcopolo : A Reinforcement Learning System considering tradeoff exploration and exploitation under Marcovian Environments Proceedong of IIZUKA '96,561-564頁 (共著) 1996
論文	エージェントの学習 (<特集>「エージェントの基礎と応用」) 人工知能学会誌 10 (5),683-689頁 (共著) 1995/09/01
論文	k‐確実探査法強化学習における環境同定のための行動選択戦略人工知能学会誌 10 (3),454-463頁 (共著) 1995/05
論文	強化学習の特徴と発展の方向システム/制御/情報 : システム制御情報学会誌 = Systems, control and information 39 (4),191-196頁 (共著) 1995/04
論文	強化学習における報酬割当ての理論的考察人工知能学会誌 9 (4),580-587頁 (共著) 1994/07
論文	強化学習における環境同定と経験強化のトレードオフ人工知能学会全国大会論文集 = Proceedings of the Annual Conference of JSAI 8,57-60頁 (共著) 1994/06/20
論文	On the Rationarity of Profit Sharing in Reinforcement Learning The 3rd International Conference on Fuzy Logic, Neural Nets and Soft Computing,285-288頁 (共著) 1994