Masatoshi Nagano, Tomoaki Nakamura, “Unsupervised Phoneme and Word Acquisition from Continuous Speech Based on a Hierarchical Probabilistic Generative Model”, Advanced Robotics, Vol. 37, Issue 19, pp. 1253-1265, Sep. 2023
Tadahiro Taniguchi, Shingo Murata, Masahiro Suzuki, Dimitri Ognibene, Pablo Lanillos, Emre Ugur, Lorenzo Jamone, Tomoaki Nakamura, Alejandra Ciria, Bruno Lara, Giovanni Pezzulo, “World Models and Predictive Coding for Cognitive and Developmental Robotics: Frontiers and Challenges”, Advanced Robotics, Vol. 37, Issue 13, pp. 780-806, Jun. 2023
長野匡隼,中村 友昭,”GP-HSMMに基づく二重分節化モデルによる連続音声の教師なし構造学習”,日本ロボット学会論文誌,Vol. 41, No. 3, pp. 318-321, Apr. 2023
Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi and Ichiro Kobayashi, “Spatio-Temporal Categorization for First-Person-View Videos Using a Convolutional Variational Autoencoder and Gaussian Processes”, Frontiers in Robotics and AI, Vol. 9, Sep. 2022
Ryo Kuniyasu, Tomoaki Nakamura, Tadahiro Taniguchi, Takayuki Nagai, “Robot Concept Acquisition Based on Interaction between Probabilistic and Deep Generative Models”, Frontiers in Computer Science, Vol. 3, Article 618069, pp. 1-14, Sep. 2021
長野匡隼,中村 友昭,”複数物体が存在する環境下での共同注意を用いたロボットによる語意学習”,日本ロボット学会誌, Vol. 39, No. 6, pp. 549-552, Jul. 2021
木村大河,長野匡隼,中村友昭,”MC-GP-HSMMを用いたマルチモーダル情報の分節化によるインタラクションのルール学習”, 日本ロボット学会誌, Vol. 39, No. 6, pp. 553-556, Jul. 2021
Tadahiro Taniguchi, Tomoaki Nakamura, Masahiro Suzuki, Ryo Kuniyasu, Kaede Hayashi, Akira Taniguchi, Takato Horii and Takayuki Nagai, “Neuro-SERKET: Development of Integrative Cognitive System Through the Composition of Deep Probabilistic Generative Models”, New Generation Computing, pp. 1-26, Jan. 2020
Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi and Wataru Takano, “HVGH: Unsupervised Segmentation for High-dimensional Time Series Using Deep Neural Compression and Statistical Generative Model”, Frontiers in Robotics and AI, Vol. 6, Article 115, pp. 1-15, Nov. 2019
Tadahiro Tangiuchi, Daichi Mochihashi, Takayuki Nagai, Satoru Uchida, Naoya Inoue, Ichiro Kobayashi, Tomoaki Nakamura, Yoshinobu Hagiwara, Naoto Iwahashi and Tetsunari Inamura, “Survey on frontiers of language and robotics”, Advanced Robotics, Vol. 33, Issue 15-16, pp. 700-730, Jun. 2019
Kaori Kumagai, Ichiro Kobayashi, Daichi Mochihashi, Hideki Asoh, Tomoaki Nakamura, and Takayuki Nagai, “Natural Language Generation using Monte Carlo Tree Search”, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 22, No. 5, Sep. 2018
Tomoaki Nakamura, and Takayuki Nagai, “Ensemble-of-Concept Models for Unsupervised Formation of Multiple Categories”, IEEE Transactions on Cognitive and Developmental Systems, vol. 10, issue 4, pp. 1043-1057, Dec. 2018
Tomoaki Nakamura, Takayuki Nagai and Tadahiro Taniguchi, “SERKET: An Architecture for Connecting Stochastic Models to Realize a Large-Scale Cognitive Model”, Frontiers in Neurorobotics, vol. 12, article 25, pp. 1-16, Jun. 2018
Gibran Benitez-Garcia, Tomoaki Nakamura, Masahide Kaneko, “Multicultural Facial Expression Recognition Based on Differences of Western-Caucasian and East-Asian Facial Expressions of Emotions”, IEICE Transactions on Information and Systems, vol.E101-D, no.5, pp.1317-1324, May 2018
Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Hideki Asoh and Masahide Kaneko, “Segmenting Continuous Motions with Hidden Semi-Markov Models and Gaussian Processes”, Frontiers in Neurorobotics, vol.11, article 67, pp. 1-11, Dec. 2017
Gibran Benitez-Garcia, Tomoaki Nakamura, Masahide Kaneko, “Facial expression recognition based on local Fourier coefficients and facial Fourier descriptors”, Journal of Signal and Information Processing, Vol.8, No.3, pp.132-151, Aug. 2017
Gibran Benitez-Garcia, Tomoaki Nakamura, Masahide Kaneko, “Methodical Analysis of Western-Caucasian and East-Asian Basic Facial Expressions of Emotions Based on Specific Facial Regions”, Journal of Signal and Information Processing, Vol. 8 No. 2, pp. 78-98, May 2017
Takahiro Kobori, Tomoaki Nakamura, Mikio Nakano, Takayuki Nagai, Naoto Iwahashi, Kotaro Funakoshi, and Masahide Kaneko, “Robust Comprehension of Natural Language Instructions by a Domestic Service Robot”, Advanced Robotics, Vol. 30, Issue 24, pp. 1530-1543, Nov. 2016
Bin Zhang, Tomoaki Nakamura, and Masahide Kaneko, “A Framework for Adaptive Motion Control of Autonomous Sociable Guide Robot”, IEEJ Transactions on Electronics, Information and Systems, Vol. 11, Issue 6, pp. 786–795, Sep. 2016
Bin Zhang, Tomoaki Nakamura, Rena Ushiogi, Takayuki Nagai, Kasumi Abe, Takashi Omori, Natsuki Oka, and Masahide Kaneko, “Simultaneous Children Recognition and Tracking for Childcare Assisting System by Using Kinect Sensors”, Journal of Signal and Information Processing, Vol.7, No.3, pp. 148-159, Aug. 2016
Joe Nishihara, Tomoaki Nakamura, Takayuki Nagai, “Online Algorithm for Robots to Learn Object Concepts and Language Model”, IEEE Transactions on Cognitive and Developmental Systems, Vol. 9, No. 3, pp. 255-268, Apr. 2017
Muhammad Attamimi, Yuji Ando, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi and Hideki Asoh, “Learning Word Meanings and Grammar for Verbalization of Daily Life Activities Using Multilayered Multimodal Latent Dirichlet Allocation and Bayesian Hidden Markov Models”, Advanced Robotics, Vol. 30, Issue 11-12, pp. 806-824, Jun. 2016
Tadahiro Taniguchi, Takayuki Nagai, Tomoaki Nakamura, Naoto Iwahashi, Tetsuya Ogata, and Hideki Asoh, “Symbol Emergence in Robotics: A Survey”, Advanced Robotics, Vol. 30, Issue 11-12, pp. 706-728, Jun. 2016
Muhammad Attamimi, Takaya Araki, Tomoaki Nakamura, Takayuki Nagai, “Visual Recognition System for Cleaning Tasks by Humanoid Robots”, International Journal of Advanced Robotic Systems: Humanoid, DOI:10.5772/56629, Nov.2013
Takaya Araki, Tomoaki Nakamura, Takayuki Nagai, Kotaro Funakoshi, Mikio Nakano, and Naoto Iwahashi, “Online Object Categorization Using Multimodal Information Autonomously Acquired by a Mobile Robot”, Advanced Robotics, Vol.26, pp.1995-2020, Oct.2012
Tomoaki Nakamura, Takaya Araki, Takayuki Nagai and Naoto Iwahashi, “Grounding of Word Meanings in LDA-Based Multimodal Concepts”, Advanced Robotics, Vol.25, pp. 2189-2206, Apr.2012
Tomoaki Nakamura, “Serket: A Framework for Construction of Multimodal Learning Models”, IROS2020: Tutorial on Deep Probabilistic Generative Models for Robotics, Oct. 2020
Tomoaki Nakamura, “A Framework for Construction of Multimodal Learning Models”, IROS2019: Workshop on Deep Probabilistic Generative Models for Cognitive Architecture in Robotics, Nov. 2019
Tomoaki Nakamura, “Toward Realization of Intelligent Robots That Can Learn Concepts and Language”, IROS2017: Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics, Sep. 2017
Hiroyuki Kitagawa, Misato Kasuya, Kasumi Abe, Tomoaki Nakamura, Kota Washio and Shuhei Manabe, “Subjectivity and Brain Activity-Based Validation to Driving Feedback”, Biennial Meeting of the Society for functional near-infrared spectroscopy, Fr-035, Sep. 2024
Shoma Ochiai, Masatoshi Nagano, and Tomoaki Nakamura, “Unsupervised Acquisition of Phonemes, Words and Grammar from Continuous Speech Signals”, IEEE International Conference on Development and Learning, May 2024
Ziwoo You, Hiroto Ebara, and Tomoaki Nakamura, ”Multimodal Continuous Symbol Emergence Using a Probabilistic Generative Model Based on Gaussian Processes”, IEEE International Conference on Development and Learning, May 2024
Issei Saito, Tomoaki Nakamura, Taniguchi, Tadahiro Taniguchi, Yohei Hayamizu, and Shiqi Zhang, “Emergence of Continuous Signals as Shared Symbols Through Emergent Communication”, IEEE International Conference on Development and Learning, May 2024
Masaya Nakano, Masatoshi Nagano, Tomoaki Nakamura, “Robot Motion Learning via Visual Imitation and Language-conditioned Reward”, IEEE International Conference on Development and Learning, May 2024
Hiroto Ebara, Tomoaki Nakamura, Akira Taniguchi, Tadahiro Taniguchi, “Multi-agent Reinforcement Learning with Emergent Communication using Discrete and Indifferentiable Message”, International Congress on Advanced Applied Informatics Winter, pp. 366-371, Dec. 2023
Issei Saito, Tomoaki Nakamura, Toshiyuki Hatta, Wataru Fujita, Shintaro Watanabe, Shotaro Miwa, “Unsupervised Work Behavior Analysis Using Hierarchical Probabilistic Segmentation”, Annual Conference of the IEEE Industrial Electronics Society, IECON23-000776, Oct. 2023
Lotfi El Hafi, Youwei Zheng, Hiroshi Shirouzu, Tomoaki Nakamura, Tadahiro Taniguchi, “Serket-SDE: A Containerized Software Development Environment for the Symbol Emergence in Robotics Toolkit”, IEEE/SICE International Symposium on System Integrations, FrA1M1.5, Jan. 2023
Tatsuya Aoki, Tomoaki Nakamura, Takayuki Nagai, “Analysis of User Behavior and Workload During Simultaneous Tele-operation of Multiple Mobile Manipulators”, IROS2022, pp. 6169-6176, Oct. 2022
Tomoaki Nakamura, Tadahiro Taniguchi and Akira Taniguchi, “Multi-agent collaboration through emergent communication based on metropolis-hastings”, JCoLE Workshop: Machine Learning and the Evolution of Language, Sep. 2022
Ryo Matsumoto, Zhang Bin, Tomoaki Nakamura, Takayuki Nagai, Takashi Omori, and Natsuki Oka, “Robust Human Trajectory Estimation Using Hidden Markov Models”, RISP International Workshop on Nonlinear Circuits, Communications and
Signal Processing, pp. 13-16, Feb. 2020
Yoshiki Higuchi, Kasumi Abe, Masatoshi Nagano, Rena Kanai, Masahiro Shiomi, Takayuki Nagai and Tomoaki Nakamura, “HSMM-SA-based Analysis of ChildcareWorker’s Interaction Strategy”, RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing, pp. 1-4, Feb. 2020
Bin Zhang, Tomoaki Nakamura, Masahide Kaneko, Hun-ok Lim, “Development of an Autonomous Guide Robot Based on Active Interactions with Users”, IEEE/SICE International Symposium on System Integration, Mo3P.5, Jan. 2020
Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi and Wataru Takano, “High-dimensional Motion Segmentation by Variational Autoencoder and Gaussian Processes”, IROS2019, pp. 105-111, Nov. 2019
Yusuke Kato, Tomoaki Nakamura, Takayuki Nagai, Natsuki Yamanobe, Kazuyuki Nagata and Jun Ozawa, “Adjusting Weight of Action Decision in Exploration for Logistics Warehouse Picking Learning”, IROS2019, pp. 3557-3564, Nov. 2019
Ryo Kuniyasu, Tomoaki Nakamura, Takayuki Nagai, and Tadahiro Taniguchi, “Construction of a Multimodal Learning Model Based on Integrating Stochastic Models”, IROS2019: Workshop on Deep Probabilistic Generative Models for Cognitive Architecture in Robotics, Nov. 2019
Kensuke Iwata, Tatsuya Aoki, Takato Horii, Tomoaki Nakamura, Takayuki Nagai, “Learning and Generation of Actions from Teleoperation for Domestic Service Robots”, IROS2018, pp. 8184-8191, Oct. 2018
Masatoshi Nagano, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Masahide Kaneko, “Sequence Pattern Extraction by Segmenting Time Series Data Using GP-HSMM with Hierarchical Dirichlet Process”, IROS2018, pp. 4067-4074, Oct. 2018
Satoru Oshikawa, Tomoaki Nakamura, Takayuki Nagai, Kotaro Funakoshi, Naoto Iwahashi, Mikio Nakano, and Masahide Kaneko, “Interaction Modeling Based on Segmenting Two Persons Motions Using Coupled GP-HSMM”, RO-MAN, pp. 288-293, Aug. 2018
Akihito Shimazu, Chie Hieida, Takayuki Nagai, Tomoaki Nakamura, Yuki Takeda, Takenori Hara, Osamu Nakagawa, and Tsuyoshi Maeda, “Generation of Gestures During Presentation for Humanoid Robots”, RO-MAN, pp. 961-968, Aug. 2018
Kazuki Miyazawa, Tatsuya Aoki, Takato Horii, Tomoaki Nakamura, and Takayuki Nagai, “Online Language Learning by Integrated Cognitive Architecture”, ALIFE2018: Workshop on the emergence and evolution of social learning, communication, language and culture in natural and artificial agents, Jul. 2018
Kensuke Iwata, Tomoaki Nakamura, Takayuki Nagai, “Learning of Motion Primitives Using Reference-Point-Dependent GP-HSMM for Domestic Service Robots,” the 15th International Conference on Intelligent Autonomous Systems, pp.1-12, Jun. 2018
Tomoaki Nakamura, Takahiro Kobori and Mikio Nakano, “Learning Dialogue Strategies for Interview Dialogue Systems That Can Engage in Small Talk”, International Workshop on Spoken Dialogue Systems Technology, May 2018
Ye Kyaw Thu, Takuya Ishida, Naoto Iwahashi, Tomoaki Nakamura and Takayuki Nagai, “Symbol Grounding from Natural Conversation for Human-Robot Communication”, HAI2017, Oct. 2017
Tatsuya Aoki, Tomoaki Nakamura and Takayuki Nagai, “Online Joint Learning of Object Concepts and Language”, IEEE ICDL-EPIROB2017: Second Workshop on Language Learning, Sep. 2017
Miyuki Funada, Tomoaki Nakamura, Takayuki Nagai and Masahide Kaneko, “Analysis of the Effect of Infant-Directed Speech on Mutual Learning of Concepts and Language Based on MLDA and Unsupervised Word Segmentation”, IROS2017: Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics, Sep. 2017
Kazuki Miyazawa, Tatsuya Aoki, Chie Hieida, Kensuke Iwata, Tomoaki Nakamura, and Takayuki Nagai, “Integration of Multimodal Categorization and Reinforcement Learning for Robot Decision-Making”, IROS2017: Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics, Sep. 2017
Gibran Benitez-Garcia, Tomoaki Nakamura, Masahide Kaneko, “Analysis of In- and Out-group Differences between Western and East-Asian Facial Expression Recognition”, MVA2017, May 2017
Bin Zhang, Tomoaki Nakamura, Rena Ushiogi, Takayuki Nagai, Kasumi Abe, Takashi Omori, Natsuki Oka, and Masahide Kaneko, “Robust Children Behavior Tracking for Childcare Assisting Robot By Using Multiple Kinect Sensors”, International Conference on Social Robotics, pp.640-649, Nov. 2016.
Takahiro Kobori, Tomoaki Nakamura, Takayuki Nagai, Naoto Iwahashi, Mikio Nakano, Kotaro Funakoshi and Masahide Kaneko, “Robust Comprehension of Spoken Instructions using Multimodal Information for a Domestic Service Robot”, IROS2016: Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics, Oct. 2016
Yumi Hamazono Ichiro Kobayashi, Hideki Aso, Daichi Mochihashi, Muhammad Attamimi, Tomoaki Nakamura and Takayuki Nagai, “Learning the Correspondence between Distributed Semantics of Words and Robot’s Action”, IROS2016: Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics, Oct. 2016
Eri Tsunekawa, Attamimi Muhannmad, Ichiro Kobayashi,Hideki Asoh, Daichi Mochihashi,Tomoaki Nakamura and Takayuki Nagai, “An Approach to Making a Plan for Tidying up with the Action Concepts Acquired by Multimodal Information”, IROS2016: Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics, Oct. 2016
Tomoaki Nakamura, Kensuke Iwata, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, Hideki Asoh and Masahide Kaneko, “Continuous Motion Segmentation Based on Reference Point Dependent GP-HSMM”, IROS2016: Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics, Oct. 2016 (selected as oral presentation)
Eri Kabayama, Attamimi Muhammad, Ichiro Kobayashi, Hideki Asoh, Daichi Mochihashi, Tomoaki Nakamura, Takayuki Nagai, “Evaluation of the Sentences Generated Based on Language Model Applied by Zero-shot Learning”, IROS2016: Workshop on Machine Learning Methods for High-Level Cognitive Capabilities in Robotics, Oct. 2016 (selected as oral presentation)
Tatsuya Aoki, Joe Nishihara, Tomoaki Nakamura, Takayuki Nagai, “Online Joint Learning of Object Concepts and Language Model using Multimodal Hierarchical Dirichlet Process”, IROS2016, 2636-2642
Tatsuya Aoki,Tomoaki Nakamura and Takayuki Nagai, “Learning of Motor Control from Motor Babbling”, 13th IFAC/IFIP/IFORS/IEA Symposium on Analysis, Design, and Evaluation of Human-Machine Systems, Sep. 2016
Takahiro Kobori, Mikio Nakano, and Tomoaki Nakamura, “Small Talk Improves User Impressions of Interview Dialogue Systems”, SIGDIAL2016, pp. 370-380, Sep. 2016
Muhammad Attamimi, Yusuke Katakami, Kasumi Abe, Takayuki Nagai, and Tomoaki Nakamura, “Modeling of Honest Signals for Human Robot Interaction”, HRI, pp.415-416,Mar. 2016
Tatsuya Aoki, Takayuki Nagai, Joe Nishihara, Tomoaki Nakamura, and Muhammad Attamimi, “Multimodal Learning of Object Concepts and Word Meanings by Robots”, NIPS 2015 Workshop: Multimodal Machine Learning, Dec. 2015
Tomoaki Nakamura, Yoshiki Ando, Takayuki Nagai, Masahide Kaneko, “Concept Formation by Robots Using an Infinite Mixture of Models”, IROS2015, pp.4593-4599, Sep. 2015
Muhammad Attamimi, Yuji Ando, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi, Ichiro Kobayashi, and Hideki Asoh, “Learning Word Meanings and Grammar for Describing Everyday Activities in Smart Environments”, EMNLP2015, pp.2249-2254, Sep. 2015
Bin Zhang, Tomoaki Nakamura and Masahide Kaneko, “Adaptive Fusion of Multi-information Based Human Identification for Autonomous Mobile Robot”, RO-MAN2015, Poster ID:02, Sep. 2015
Takayuki Nagai, Kasumi Abe, Tomoaki Nakamura, Oka Natsuki, and Takashi Omori, “Probabilistic Modeling of Mental Models of Others”, RO-MAN2015, Tu2A.1, Sep. 2015
Tomoaki Nakamura, Takayuki Nagai, Kotaro Funakoshi, Shogo Nagasaka, Tadahiro Taniguchi, Naoto Iwahashi, “Mutual Learning of an Object Concept and Language Model Based on MLDA and NPYLM”, IROS2014, pp.600-607, Sep. 2014
Muhammad Attamimi, Muhammad Fadlil, Kasumi Abe, Tomoaki Nakamura, Kotaro Funakoshi, Takayuki Nagai, “Integration of Various Concepts and Grounding of Word Meanings Using Multi-layered Multimodal LDA for Sentence Generation”, IROS2014, pp.3005-3011, Sep. 2014
Tomoaki Nakamura, Takaya Araki, Takayuki Nagai, Shogo Nagasaka, Tadahiro Taniguchi, and Naoto Iwahashi, “Multimodal Concept and Word Learning Using Phoneme Sequences with Errors”, IROS2013, pp.157-162, Nov. 2013.
Muhammad Fadlil, Keisuke Ikeda, Kasumi Abe, Tomoaki Nakamura, and Takayuki Nagai, “Integrated Concept of Objects and Human Motions Based on Multi-layered Multimodal LDA”, IROS2013, pp.2256-2263, Nov. 2013.
Takaya Araki, Tomoaki Nakamura, and Takayuki Nagai, “Long-term Learning of Concept and Word by Robots: Interactive Learning Framework and Preliminary Results”, IROS2013, pp.2280-2287, Nov.2013.
Yoshiki Ando, Tomoaki Nakamura, Takaya Araki, and Takayuki Nagai, “Formation of Hierarchical Object Concept Using Hierarchical Latent Dirichlet Allocation”, IROS2013, pp.2272-2279, Nov.2013.
Akiko Iwasaki,Takayuki Shimotomai,Kasumi Abe,Tomoaki Nakamura,Takayuki Nagai,Takashi Omori, “Using Robots to Estimate Children’s Personalities”, International Symposium of Affective Engineering, Mar. 2013
Escoto Sotelo E. A., Tomoaki Nakamura, Takayuki Nagai, and Escamilla Hernandez E., “Who Said That? The Crossmodal Matching Identity for Inferring Unfamiliar Faces from Voices”, SITIS2012, pp.97-104, Sorrento, Nov. 2012
Muhammad Attamimi, Tomoaki Nakamura, and Takayuki Nagai, “Hierarchical Multilevel Object Recognition Using Markov Model”, ICPR2012, pp.2963-2966, Nov.2012
Kasumi Abe, Akiko Iwasaki, Tomoaki Nakamura, Takayuki Nagai, Ayami Yokoyama, Takayuki Shimotomai, Hiroyuki Okada, and Takashi Omori, “Playmate Robots That Can Act According to Child’s Mental State”, IROS2012, pp.4660-4667, Oct. 2012
Muhammad Attamimi, Keisuke Ito, Tomoaki Nakamura, and Takayuki Nagai, “A Planning Method for Efficient Mobile Manipulation Considering Ambiguity”, IROS2012, pp.965-972, Oct.2012.
Takaya Araki, Tomoaki Nakamura, Takayuki Nagai, Shogo Nagasaka, Tadahiro Taniguchi, and Naoto Iwahashi, “Online Learning of Concepts and Words Using Multimodal LDA and Hierarchical Pitman-Yor Language Model”, IROS2012, pp.1623-1630, Oct. 2012
Tomoaki Nakamura, Takayuki Nagai, and Naoto Iwahashi, “Bag of Multimodal Hierarchical Dirichlet Processes: Model of Complex Conceptual Structure for Intelligent Robots”, IROS2012, pp.3818-3823, Oct. 2012
Takaya Araki, Tomoaki Nakamura, Takayuki Nagai, Kotaro Funakoshi, Mikio Nakano, and Naoto Iwahashi, “Autonomous Acquisition of Multimodal Information for On-line Object Concept Formation by a Robot”, IROS2011, pp.1540-1547, Sep. 2011
Tomoaki Nakamura, Takayuki Nagai, and Naoto Iwahashi, “Multimodal Categorization by Hierarchical Dirichlet Process”, IROS2011, pp.1520-1525, Sep. 2011
Tomoaki Nakamura, Takayuki Nagai, and Naoto Iwahashi, “Bag of Multimodal LDA Models for Concept Formation”, ICRA201, pp.6233-6238, May 2011
Mikio Nakano, Naoto Iwahashi, Takayuki Nagai, Taisuke Sumii, Xiang Zuo, Ryo Taguchi, Takashi Nose, Akira Mizutani, Tomoaki Nakamura, Muhanmad Attamim, Hiromi Narimatsu, Kotaro Funakoshi, and Yuji Hasegawa, “Grounding New Words on the Physical World in Multi-Domain Human-Robot Dialogues”, 2010 AAAI Fall Symposium, Dialog with Robots, pp.74-79, Nov.2010
Muhammad Attamimi, Akira Mizutani, Tomoaki Nakamura, Takayuki Nagai, Kotaro Funakoshi, and Mikio Nakano, “Real-Time 3D Visual Sensor for Robust Object Recognition”, IROS2010, pp.5410-5415, Oct.2010
Tomoaki Nakamura, and Takayuki Nagai, “Object Concept Modeling Based on the Relationship among Appearance, Usage and Functions”, IROS2010, pp.4560-4565, Oct.2010
Muhammad Attamimi, Akira Mizutani, Tomoaki Nakamura, Komei Sugiura, Takayuki Nagai, Naoto Iwahashi, Hiroyuki Okada, and Takashi Omori,”Learning Novel Objects Using Out-of-Vocabulary Word Segmentation and Object Extraction for Home Assistant Robots”, ICRA2010, pp.745-750, May 2010
Tomoaki Nakamura, Takayuki Nagai, and Naoto Iwahashi, “Grounding of Word Meanings in Multimodal Concepts Using LDA”, IROS2009, pp.3943-3948, Oct.2009
Tomoaki Nakamura, Takayuki Nagai,and Naoto Iwahashi, “Multimodal Object Categorization by a Robot”, IROS2007, pp.2415-2420, Oct.2007
Si Chenm,Kasumi Abe,Tomoaki Nakamura,Takayuki Nagai,Hongsheng He,Shuzhi Sam Ge,”Engagement Estimation Using Gaussian Mixture Engagement Models for a Playmate Robot”,日本ロボット学会学術講演会,2D3-5,Sep.2012
Muhammad Attamimi, Tomoaki Nakamura, Takayuki Nagai, Komei Sugiura and Naoto Iwahashi, “Learning Novel Objects for Domestic Service Robots
“, The Future of Humanoid Robots - Research and Applications, InTech, pp. 257-276, 2012
Tomoaki Nakamura and Takayuki Nagai, “Forming Object Concept Using Bayesian Network”, Bayesian Network, Sciyo, pp. 91-107, 2010
Advanced Robotics Best Survey Paper Award, Sep. 2024
Tadahiro Taniguchi, Shingo Murata, Masahiro Suzuki, Dimitri Ognibene, Pablo Lanillos, Emre Ugur, Lorenzo Jamone, Tomoaki Nakamura, Alejandra Ciria, Bruno Lara, Giovanni Pezzulo, “World Models and Predictive Coding for Cognitive and Developmental Robotics: Frontiers and Challenges”, Advanced Robotics, Vol. 37, Issue 13, pp. 780-806, Jun. 2023
Competitive Paper Award, Dec. 2023
Hiroto Ebara, Tomoaki Nakamura, Akira Taniguchi, Tadahiro Taniguchi, “Multi-agent Reinforcement Learning with Emergent Communication using Discrete and Indifferentiable Message”, IIAI AAI 2023-Winter, Dec. 2023
Advanced Robotics Paper Awards, Sep. 2021
Tadahiro Tangiuchi, Daichi Mochihashi, Takayuki Nagai, Satoru Uchida, Naoya Inoue, Ichiro Kobayashi, Tomoaki Nakamura, Yoshinobu Hagiwara, Naoto Iwahashi and Tetsunari Inamura, “Survey on frontiers of language and robotics”, Advanced Robotics, Vol. 33, Issue 15-16, pp. 700-730, Jun. 2019
Takahiro Kobori, Tomoaki Nakamura, Mikio Nakano, Takayuki Nagai, Naoto Iwahashi, Kotaro Funakoshi, and Masahide Kaneko, “Robust Comprehension of Natural Language Instructions by a Domestic Service Robot”, Advanced Robotics. pp. 1530-1543, Nov. 2016
ロボカップジャパンオープン2017@ホーム Domestic Standard Platform League (DSPL) 優勝,May 2017
ロボカップジャパンオープン2017@ホーム Open Platform League (OPL) 優勝,May 2017
Bin Zhang, Tomoaki Nakamura, Rena Ushiogi, Takayuki Nagai, Kasumi Abe, Takashi Omori, Natsuki Oka, and Masahide Kaneko, “Robust Children Behavior Tracking for Childcare Assisting Robot By Using Multiple Kinect Sensors”, International Conference on Social Robotics, pp.640-649, Nov. 2016.
IROS2013 CoTeSys Cognitive Robotics Best Paper Award Finalist, Nov. 2013
Muhammad Fadlil, Keisuke Ikeda, Kasumi Abe, Tomoaki Nakamura, and Takayuki Nagai, “Integrated Concept of Objects and Human Motions Based on Multi-layered Multimodal LDA”, IROS2013, pp.2256-2263, Nov. 2013.
Advanced Robotics Best Paper Award, Sep. 2013
Takaya Araki, Tomoaki Nakamura, Takayuki Nagai, Funakoshi.K, Nakano.M, and Naoto Iwahashi, “Online Object Categorization Using Multimodal Information Autonomously Acquired by a Mobile Robot”, Advanced Robotics, Vol.26, pp.1995-2020, Oct.2012
Takaya Araki, Tomoaki Nakamura, Takayuki Nagai, Shogo Nagasaka, Tadhiro Taniguch, and Naoto Iwahashi, “Online Learning of Concepts and Words Using Multimodal LDA and Hierarchical Pitman-Yor Language Model”, IROS2012, pp.1623-1630, Portugal, Oct.2012.
中村友昭,長井隆行,岩橋 直人, “Bag of Multimodal HDPを用いたロボットによる概念・語意の獲得”, 計測自動制御学会システムインテグレーション部門講演会, 2L2-5, Dec.2011
IROS2011 Best Student Paper Finalist
Takaya Araki, Tomoaki Nakamura, Takayuki Nagai, Kotaro Funakoshi, Mikio Nakano, and Naoto Iwahashi, “Autonomous Acquisition of Multimodal Information for On-line Object Concept Formation by a Robot”, IROS2011, pp.1540-1547, Sep.2011
IROS2011 Best Paper Finalist
Takaya Araki, Tomoaki Nakamura, Takayuki Nagai, Kotaro Funakoshi, Mikio Nakano, and Naoto Iwahashi, “Autonomous Acquisition of Multimodal Information for On-line Object Concept Formation by a Robot”, IROS2011, pp.1540-1547, Sep.2011
Muhammad Attamimi, Akira Mizutani, Tomoaki Nakamura, Komei Sugiura, Takayuki Nagai, Naoto Iwahashi, Hiroyuki Okada, and Takashi Omori,”Learning Novel Objects Using Out-of-Vocabulary Word Segmentation and Object Extraction for Home Assistant Robots”, ICRA 2010, pp.745-750, May 2010