Takamitsu Matsubara

About Takamitsu Matsubara

Takamitsu Matsubara, With an exceptional h-index of 27 and a recent h-index of 20 (since 2020), a distinguished researcher at Nara Institute of Science and Technology, specializes in the field of Robot Learning, Machine Learning, Reinforcement Learning, Robotics.

His recent articles reflect a diverse array of research interests and contributions to the field:

CopDDB: a descriptor database for copolymers and its application to the machine learning

Leveraging Demonstrator-Perceived Precision for Safe Interactive Imitation Learning of Clearance-Limited Tasks

Incipient Slip Detection by Vibration Injection Into Soft Sensor

Reinforcement Learning of Multi-robot Task Allocation for Multi-object Transportation with Infeasible Tasks

Gain-switching Observer against Sensor Signal Loss with Regional Pole Placement

Constrained footstep planning using model-based reinforcement learning in virtual constraint-based walking

Task-priority Intermediated Hierarchical Distributed Policies: Reinforcement Learning of Adaptive Multi-robot Cooperative Transport

Deep reinforcement learning of event-triggered communication and consensus-based control for distributed cooperative transport

Takamitsu Matsubara Information

University

Position

Associate Professor

Citations(all)

2681

Citations(since 2020)

1604

Cited By

1538

hIndex(all)

27

hIndex(since 2020)

20

i10Index(all)

55

i10Index(since 2020)

41

Email

University Profile Page

Nara Institute of Science and Technology

Google Scholar

View Google Scholar Profile

Takamitsu Matsubara Skills & Research Interests

Robot Learning

Machine Learning

Reinforcement Learning

Robotics

Top articles of Takamitsu Matsubara

Title

Journal

Author(s)

Publication Date

CopDDB: a descriptor database for copolymers and its application to the machine learning

Takayoshi Yoshimura

Hiromoto Kato

Shunto Oikawa

Taichi Inagaki

Tetsunori Sugawara

...

2024/3/14

Leveraging Demonstrator-Perceived Precision for Safe Interactive Imitation Learning of Clearance-Limited Tasks

IEEE Robotics and Automation Letters

Hanbit Oh

Takamitsu Matsubara

2024/2/16

Incipient Slip Detection by Vibration Injection Into Soft Sensor

IEEE Robotics and Automation Letters

Naoto Komeno

Takamitsu Matsubara

2024/2/14

Reinforcement Learning of Multi-robot Task Allocation for Multi-object Transportation with Infeasible Tasks

arXiv preprint arXiv:2404.11817

Yuma Shida

Tomohiko Jimbo

Tadashi Odashima

Takamitsu Matsubara

2024/4/18

Gain-switching Observer against Sensor Signal Loss with Regional Pole Placement

Transactions of the Society of Instrument and Control Engineers

Kenji Sugimoto

Atsuki Nagata

Takamitsu Matsubara

2024

Constrained footstep planning using model-based reinforcement learning in virtual constraint-based walking

Advanced Robotics

Takanori Jin

Taisuke Kobayashi

Takamitsu Matsubara

2024/4/4

Task-priority Intermediated Hierarchical Distributed Policies: Reinforcement Learning of Adaptive Multi-robot Cooperative Transport

arXiv preprint arXiv:2404.02362

Yusei Naito

Tomohiko Jimbo

Tadashi Odashima

Takamitsu Matsubara

2024/4/2

Deep reinforcement learning of event-triggered communication and consensus-based control for distributed cooperative transport

Robotics and Autonomous Systems

Kazuki Shibata

Tomohiko Jimbo

Takamitsu Matsubara

2023/1/1

Deep Segmented DMP Networks for Learning Discontinuous Motions

Edgar Anarossi

Hirotaka Tahara

Naoto Komeno

Takamitsu Matsubara

2023/8/26

Learning Re-grabbing Policies based on Grabbed Garbage Weight Estimation using In-bucket Images for Waste Cranes

IFAC-PapersOnLine

Hikaru Sasaki

Go Watanabe

Terushi Hirabayashi

Kaoru Kawabata

Takamitsu Matsubara

2023/1/1

Composition Regulation by Flow Copolymerization of Methyl Methacrylate and Glycidyl Methacrylate with Free Radical Method

Macromolecular Materials and Engineering

Araki Wakiuchi

Shogo Takasuka

Shigehito Asano

Ryo Hashizume

Aniruddha Nag

...

2023/6

Adaterm: Adaptive t-distribution estimated robust moments for noise-robust stochastic gradient optimization

Neurocomputing

Wendyam Eric Lionel Ilboudo

Taisuke Kobayashi

Takamitsu Matsubara

2023/11/7

Edge-server Deep Reinforcement Learning of Quantized Policy for Neurochip Implimentation

計測自動制御学会制御部門マルチシンポジウム (CD-ROM)

TOMOHITO KODERA

YUTAKA KADOKAWA

YOSHIHISA TSURUMINE

SHIN'YA NISHIMURA

TAKAMITSU MATSUBARA

2023

Reinforcement learning with energy-exchange dynamics for spring-loaded biped robot walking

IEEE Robotics and Automation Letters

Cheng-Yu Kuo

Hirofumi Shin

Takamitsu Matsubara

2023/8/9

Chemometrics Approach Based on Wavelet Transforms for the Estimation of Monomer Concentrations from FTIR Spectra

ACS omega

Araki Wakiuchi

Swarit Jasial

Shigehito Asano

Ryo Hashizume

Miho Hatanaka

...

2023/5/23

Cautious policy programming: exploiting KL regularization for monotonic policy improvement in reinforcement learning

Machine Learning

Lingwei Zhu

Takamitsu Matsubara

2023/11

Extrapolation performance improvement by quantum chemical calculations for machine-learning-based predictions of flow-synthesized binary copolymers

Digital Discovery

Shogo Takasuka

Shunto Oikawa

Takayoshi Yoshimura

Sho Ito

Yosuke Harashima

...

2023

Learning to Shape by Grinding: Cutting-surface-aware Model-based Reinforcement Learning

IEEE Robotics and Automation Letters

Takumi Hachimine

Jun Morimoto

Takamitsu Matsubara

2023/8/9

Trajectory generation device, trajectory generation method, and recording medium storing trajectory generation program

2023/10/26

Multi-step motion learning by combining learning-from-demonstration and policy-search

Advanced Robotics

Yaqiang Mo

Hikaru Sasaki

Takamitsu Matsubara

Kimitoshi Yamazaki

2023/5/3

See List of Professors in Takamitsu Matsubara University(Nara Institute of Science and Technology)

Co-Authors

H-index: 54
Gordon Cheng

Gordon Cheng

Technische Universität München

H-index: 51
Kensuke Harada

Kensuke Harada

Osaka University

H-index: 35
Endo Gen

Endo Gen

Tokyo Institute of Technology

H-index: 30
Tomohiro Shibata

Tomohiro Shibata

Kyushu Institute of Technology

H-index: 28
Jaime Valls Miro

Jaime Valls Miro

University of Technology

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