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<!DOCTYPE html>
<html>
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<a class="navbar-brand" href="index.html"><img src="img/motoda.jpg" alt="Website Name"> Tomohiro MOTODA / Personal Website</a>
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<li class="nav-item active"><a href="#sec1" class="nav-link">Profile</a></li>
<li class="nav-item"><a href="#sec2" class="nav-link">Publication</a></li>
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<!--
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<h1 class="mb-0">Welcome!</h1>
<span>Tomohiro MOTODA (元田智大)</span>
<a href="contact/index.html" class="btn btn-outline-warning btn-lg text-white rounded-0">Contact</a>
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<!------------------------------------------------------------------------------------------------------------------>
<section id="sec1">
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<div class="float-left2">
<h3 class="text-center"><strong>Tomohiro MOTODA (元田 智大)</strong> <br>
[<a href="https://scholar.google.com/citations?user=5MO4rRUAAAAJ&hl=ja" target="_blank" el="noopener">profile</a>, <a href="https://researchmap.jp/tomohiro.motoda" target="_blank" el="noopener">researchmap</a>, <a href="https://www.youtube.com/channel/UC1rcIcqJ5H8mVE1Qi6AdZEw" target="_blank" el="noopener">YouTube</a>]</h3>
<p class="text-center">Researcher, Ph.D. in Engineering, Japan.</p>
<p>📚 <span>2023-present</span>, Research Scientist in the <a href="https://unit.aist.go.jp/icps/icps-am/">Automation Research Team</a>,
Industrial CPS Research Center,
National Insitute of Advanced Industrial Science and Technology (<strong>AIST</strong>) in Odaiba, Tokyo.</p>
<h3 class="text-center">Contact</h3>
<p>
📧 Email : tomohiro.motoda[at]aist.go.jp (Main) <br>
📧 Email : motoda.populus14144[at]gmail.com (Gmail) <br>
<!--📧 Email : motoda[at]hlab.sys.es.osaka-u.ac.jp (Osaka Univ.)-->
</p>
<!--<p>Please replace [at] to @.</p>-->
</div>
<div class="float-face">
<img src="img/motoda_5th.png" alt="Tomohiro Face">
</div>
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<p class="text-center"><i><u>Last updated on 14 Sep., 2024.</u></i></p>
</div><!-- .container -->
</section>
<!------------------------------------------------------------------------------------------------------------------>
<section id="sec_research">
<div class="container">
<!--<h2 class="text-center">Recent Research</h2>-->
<div class="wrap">
<div class="float-left" >
<div class="youtube">
<img width="100%" src="img/list_konbini.png" alt="konbini">
</div>
<h4><spam></spam>Convenience Store Dataset for Benchmark</spam></h4>
<p>元田ら,コンビニエンスストアにおける固有の商品の認識のためのデータセット構築と検証.</p>
<p>Coming soon. </p>
</div>
<div class="float-right" >
<div class="youtube">
<video width="100%" src="video/point_picking.mp4" controls autoplay muted>
I am sorry. It seems that this video is not supported at your environment.
<!-- 動画が再生されない時のメッセージ -->
</video>
</div>
<h4><spam></spam>Aim: Robotic manipulation based on Pointclouds</spam></h4>
<p>元田ら,三次元点群からの物体動作予測に基づくロボットマニピュレーションの検討.</p>
<p>Coming soon. </p>
</div>
</div>
<div class="wrap">
<div class="float-left" >
<div class="youtube">
<video width="100%" src="video/iros_submitted_2023_nagato.mp4" controls autoplay muted>
I am sorry. It seems that this video is not supported at your environment.
<!-- 動画が再生されない時のメッセージ -->
</video>
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</div>
<h4><spam><a href='research/2023_iros_nagato.html#main' el="noopener">Slide-Support</a></spam></h4>
<p>Nagato et al., ``Probabilistic Slide-support Manipulation Planning in Clutter,'' in IROS, 2023. (Accepted)</p>
<p>[<a href="https://arxiv.org/abs/2306.12649" target="_blank" el="noopener">paper</a>] [<a href="https://youtu.be/Qyes4hjCP3w" target="_blank" el="noopener">youtube</a>]</p>
</div>
<div class="float-right" >
<div class="youtube">
<video width="100%" src="video/access_demo.mp4" controls autoplay muted>
I am sorry. It seems that this video is not supported at your environment.
<!-- 動画が再生されない時のメッセージ -->
</video>
<!--<iframe src="https://www.youtube.com/embed/WkSRoxzk0EY" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe>-->
</div>
<h4>Scene Analysis Based on Support Relations</h4>
<p>Motoda et al., ``Multi-step Object Extraction Planning from Clutter based on Support Relations,'' IEEE Access, 2023.</p>
<p>[<a href="https://ieeexplore.ieee.org/document/10117592" target="_blank" el="noopener">paper</a>] [<a href="https://youtu.be/NoVPAZl19sI" target="_blank" el="noopener">youtube</a>]</p>
</div>
</div>
<div class="wrap">
<div class="float-left" >
<div class="youtube">
<video width="100%" src="video/video_preceeding_motoda_si.mp4" controls autoplay muted>
I am sorry. It seems that this video is not supported at your environment.
<!-- 動画が再生されない時のメッセージ -->
</video>
<!--<iframe src="https://www.youtube.com/embed/WkSRoxzk0EY" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe>-->
</div>
<h4>Shelf Replenishment</h4>
<p>Motoda et al., ``Shelf Replenishment Based on Object Arrangement Detection and Collapse Prediction for Bimanual Manipulation,'' MDPI Robotics, 2022. </p>
<p>[<a href="https://www.mdpi.com/2218-6581/11/5/104" target="_blank" el="noopener">paper</a>] [youtube]</p>
</div>
<div class="float-right" >
<div class="youtube">
<video width="100%" src="video/CASE21_0419_VI_fi.mp4" controls autoplay muted>
I am sorry. It seems that this video is not supported at your environment.
<!-- 動画が再生されない時のメッセージ -->
</video>
<!--<iframe src="https://www.youtube.com/embed/WkSRoxzk0EY" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe>-->
</div>
<h4><a href='research/bimanual-shelf-picking.html' el="noopener">Bimanual Shelf Picking</a></h4>
<p>Motoda et al., ``Bimanual Shelf Picking Planner Based on Collapse Prediction,''<br>
in IEEE 17th International Conference on Automation Science and Engineering (CASE), 2021.</p>
<p>[<a href="https://ieeexplore.ieee.org/document/9551507" target="_blank" el="noopener">paper</a>] [<a href="https://www.youtube.com/watch?v=HTgmXDSWgPs&source_ve_path=MjM4NTE&feature=emb_title" target="_blank" el="noopener">youtube</a>]</p>
</div>
</div>
<!--<div class="wrap">
<div class="float-left" >
<div class="youtube">
<video width="100%" src="video/SII2020.compressed.mp4" controls autoplay muted>
I am sorry. It seems that this video is not supported at your environment.
</video>
</div>
<h4>Probabilistic Actions on Yamakuzushi [TBA]</h4>
<p>Motoda et al., ``Probabilistic Action/Observation Planning for Playing Yamakuzushi,''<br>in IEEE/SICE International Symposium on System Integrations (SII), 2020. </p>
</div>
<div class="float-left" >
</div>
</div>-->
</div><!-- .container -->
</section>
<!------------------------------------------------------------------------------------------------------------------>
<section id="sec2">
<div class="container">
<h2 class="text-center">Publications</h2>
<p>
<h4>Journal Articles</h4>
<ol>
<li>
<strong>元田 智大</strong>, 万 偉偉, 原田研介.<br>
``ヒトの行動を規範とした山崩しゲームに対するロボットの観測・操り行動計画,''<br>
日本機械学会論文集, Vol. 86, no. 892, 2020. (Refereed) [<a href="https://www.jstage.jst.go.jp/article/transjsme/86/892/86_20-00146/_article/-char/ja" target="_blank" el="noopener">paper</a>]</li>
<li>
<strong>T. Motoda</strong>, D. Petit, T. Nishi, K. Nagata, W. Wan, and K. Harada. <br>
``Shelf Replenishment Based on Object Arrangement Detection and Collapse Prediction for Bimanual Manipulation. ''<br>
Robotics 2022, 11, 104. https://doi.org/10.3390/robotics11050104. (Refereed) [<a href="https://www.mdpi.com/2218-6581/11/5/104#cite" target="_blank" el="enoopener">paper</a>]
</li>
<li>
<strong>T. Motoda</strong>, D. Petit, T. Nishi, K. Nagata, W. Wan, and K. Harada. <br>
``Multi-step Object Extraction Planning from Clutter based on Support Relations.''<br>
IEEE Access, 2023. https://ieeexplore.ieee.org/document/10117592. (Refereed) [<a href="https://ieeexplore.ieee.org/document/10117592" target="_blank" el="enoopener">paper</a>]
</li>
</ol>
</p>
<p>
<h4>International conferences (peer-reviewed)</h4>
<ol>
<li>
<strong>Tomohiro Motoda</strong>, Weiwei Wan, and Kensuke Harada.<br>
``Probabilistic Action/Observation Planning for Playing Yamakuzushi,''<br>
In Proceeding of IEEE/SICE International Symposium on System Integrations (SII 2020) , p. 150-155, Honolulu, January, 2020. (Refereed) [<a href="https://ieeexplore.ieee.org/document/9025960" target="_blank" el="noopener">link</a>]
</li>
<li>
Masato Tsuru, Pierre Gergondet, <strong>Tomohiro Motoda</strong>, Adrien Escande, Eiichi Yoshida, Ixchel G. Ramirez-Alpizar and Kensuke Harada:<br>
``POMDP Action Planning for 6 DoF object recognition on Humanoid,''<br>
In Proceeding of 2020 International Conference on Artificial Life and Robotics (ICAROB), 2020. [<a href="https://alife-robotics.co.jp/LP/2020/OS7-2.htm" target="_blank" el="noopener">link</a>]
</li>
<li>
<strong>Tomohiro Motoda</strong>, Damien Petit, Weiwei Wan and Kensuke Harada:<br>
``Bimanual Shelf Picking Planner Based on Collapse Prediction,''<br>
In Proceeding of IEEE 17th International Conference on Automation Science and Engineering (CASE), pp. 510-515, 2021. (Refereed) [<a href="https://arxiv.org/pdf/2105.14764.pdf" target="_blank" el="noopener">link</a>]
</li>
<li>
Shusei Nagato, <strong>Tomohiro Motoda</strong>, Keisuke Koyama, Weiwei Wan and Kensuke Harada:<br>
``Motion Planning to Retrieve an Object from Random Pile,''<br>
In Proceeding of 2022 International Conference on Artificial Life and Robotics (ICAROB), OS16-1, 2022. [<a href="https://alife-robotics.co.jp/members2022/icarob/data/html/data/OS/OS16/OS16-1.pdf" target="_blank" el="noopener">link</a>]
</li>
<li>
Kazuki Higashi, <strong>Tomohiro Motoda</strong>, Akiyoshi Hara and Kensuke Harada:<br>
``Acquisition of Synergy for Low-dimensional Control of Multi-fingered Hands by Reinforcement Learning,''<br>
In Proceeding of 2023 International Conference on Artificial Life and Robotics (ICAROB), OS16-1, 2023. [<a href="https://alife-robotics.co.jp/members2023/icarob/data/html/data/OS/OS16/OS16-1.pdf" target="_blank" el="noopener">link</a>]
</li>
<li>Shusei Nagato, <strong>Tomohiro Motoda</strong>, Takao Nishi, Petit Damien, Takuya Kiyokawa, Weiwei Wan, Kensuke Harada.<br>
''Probabilistic Slide-support Manipulation Planning in Clutter,''<br>
In Proceeding of 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023. [<a href="https://arxiv.org/abs/2306.12649" target="_blank" el="enoopener">paper</a>, <a href="pdf/IROS23_Poster_2750.pdf" target="_blank" el="noopener">poster</a>]
</li>
</ol>
</p>
<p>
<h4>Domestic conferences (non-peer-reviewed)</h4>
<ol>
<li>
<strong>元田智大</strong>, 原田研介:<br>
``確率モデルによるバラ積み物体の認識と操りのための行動計画,''<br>
第18回 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, 3A6-02, 仙台, 2017年12月. [<a href="pdf/si2017_motoda_poster.pdf" target="_blank" el="noopener">pdf</a>]</li>
<li>
<strong>元田智大</strong>,万偉偉,原田研介:<br>``ばら積み物体の認識と操りのための確率的行動計画の検証,'' <br>
第36回 日本ロボット学会学術講演会, 1G2-05, 春日井, 2018年9月.</li>
<li>
<strong>元田智大</strong>, 万偉偉, 原田研介:<br>``ばら積み物体に対する操りと観測の確率的計画手法,'' <br>
第63回 システム制御情報学会研究発表講演会, GSf04-3, 大阪, 2019年5月. </li>
<li>
都留将人, Pierre Gergondet, <strong>元田智大</strong>, Ixchel Ramirez, Adrien Escande, 万偉偉, 吉田英一, 原田研介:<br>
``ヒューマノイドロボットによる物体探索のための認識行動計画,''<br>
ロボティクス・メカトロニクス講演会 2019, K07-1, 広島, 2019年6月.</li>
<li>
<strong>元田智大</strong>, 万偉偉, 原田研介:<br>
''ロボットによる将棋崩しの実現に向けた操り・観測の確率的計画手法の検証,''<br>
第20回 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, 3E2-09, 高松, 2019年12月. [<a href="pdf/si2019_motoda_poster.pdf" target="_blank" el="noopener">pdf</a>]</li>
<li>
<strong>元田智大</strong>, 万偉偉, Damien Petit, 原田研介:<br>
``双腕ロボットによるバラ積みされた対象物の引き出し動作計画,'' <br>
第21回 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, 3D3-07, 2020年12月. [<a href="pdf/si2020_motoda_poster.pdf" target="_blank" el="noopener">pdf</a>]</li>
<li>
長門秀征, <strong>元田智大</strong>, 小山佳祐, 万偉偉, 原田研介:<br>
``複雑な環境下における目標物体の取り出し動作計画,'' <br>
ロボティクス・メカトロニクス講演会 2021, 大阪, 2021年6月. [<a href="https://www.jstage.jst.go.jp/article/jsmermd/2021/0/2021_1P1-J09/_article/-char/ja/" target="_blank" el="noopener">link</a>]
</li>
<li>
東和樹, <strong>元田智大</strong>, 西村優佑, 原彰良, 濱本孝仁, 原田研介:<br>
``強化学習による多指ハンドの低次元制御を実現するシナジーの獲得,''<br>
ロボティクス・メカトロニクス講演会 2021, 大阪, 2021年6月.
</li>
<li>
<strong>元田智大</strong>, Petit Damien, 西卓郎, 永田和之, Wan Weiwei, 原田研介:<br>
``陳列の乱れの識別に基づく双腕による充填作業計画,''<br>
第22回 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, 1D1-05, 2021年12月.</li>
<li>
長門 秀征, <strong>元田 智大</strong>, 西 卓郎, 清川 拓哉, 万 偉偉, 原田 研介. ``物体の状態遷移予測を用いた山積みからの双腕引き出し計画. ''
第23回 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, 3P2-H05, 千葉, 2022年12月.
</li>
<li>
山田 響生,<strong>元田 智大</strong>,家脇 康佑,西 卓郎,万 偉偉,原田 研介. ``取り出し困難な密集状態からの把持戦略の構築.''
日本機械学会ロボティクス・メカトロニクス講演会2023, 2023年5月.
</li>
<li>
<strong>元田 智大</strong>, Petit Damien, 西 卓郎,永田和之, 万 偉偉,原田 研介. ``崩れ予測に基づく多段階ばら積みピッキング手法.''
日本機械学会ロボティクス・メカトロニクス講演会2023, 2023年5月.
</li>
<li>
山田 響生,<strong>元田 智大</strong>,西 卓郎,万 偉偉,原田 研介. ``取り出し困難な密集状態からの把持戦略の構築.''
日本機械学会ロボティクス・メカトロニクス講演会2023, 2023年5月.
</li>
<li>
Erich Floris, Naoya Chiba, Abdullah Mustafa, <strong>Tomohiro Motoda</strong>, Ryo Hanai, Yukiyasu Domae. ``Language-Based Pose Estimation of Convenience Store Objects.''
第42回 日本ロボット学会学術講演会, 1G2-02, 大阪, 2024年9月.
</li>
<li>
<strong>元田 智大</strong>, 花井亮, Erich Floris, Muhammad Muttaqien, 堂前幸康. ``コンビニエンスストアにおける固有の商品の認識のためのデータセット構築と検証.''
第42回 日本ロボット学会学術講演会, 2A3-01, 大阪, 2024年9月.
</li>
<li>
山田 響生,<strong>元田 智大</strong>,西 卓郎,万 偉偉,原田 研介. ``取り出し困難な密集状態からの把持戦略の自動生成.''
第42回 日本ロボット学会学術講演会, 2F3-03, 大阪, 2024年9月.
</li>
<li>
<strong>元田 智大</strong>, 花井亮, 中條亨一, 堂前幸康. ``三次元点群からの物体動作予測に基づくロボットマニピュレーションの検討.''
第42回 日本ロボット学会学術講演会, 2F3-06, 大阪, 2024年9月.
</li>
</ol>
</p>
<p>
<h4>Articles</h4>
<ol>
<li>Masato Tsuru, Pierre Gergondet, <strong>Tomohiro Motoda</strong>, Adrien Escande, Ixchel G. Ramirez-Alpizar, Weiwei Wan, Eiichi Yoshida, Kensuke Harada:<br>
``How a Humanoid Robot Searches for an Object in Our Daily Environment,''<br>
Open Access Government, April Issue, pp. 200-202, 2021. [<a href="https://www.openaccessgovernment.org/humanoid-robot/107636/" target="_blank" el="noopener">link</a>]</li>
<li>東 和樹,<strong>元田 智大</strong>,都留 将人:<br>``[解説] 学生編集委員会取材企画:“顔パスで支払いまで”未来の小さなロボット店員を開発PLEN Robotics株式会社代表取締役社長 赤澤夏郎 氏,''<br>
日本ロボット学会誌 (2022), 40巻, 6号, p.503-506. [<a href="https://www.jstage.jst.go.jp/article/jrsj/40/6/40_40_503/_article/-char/ja" target="_blank" el="noopener">link</a>] [<a href="https://robogaku.jp/news/2022/se005.html?fbclid=IwAR1VYPlnbPTmE4KlG8uaiwBqkgZTfnFMQBwR6ydAUpFxBEB1cUMAtr7RIH8" target="_blank" el="noopener">short article</a>]. </li>
<li>元田智大, 中條亨一, 牧原昂志, ``イマドキノRobot Learning―基盤モデルからマニピュレーションへ'', コンピュータビジョン最前線 Summer 2024, URL:<a href="https://www.kyoritsu-pub.co.jp/book/b10081154.html" target="_blank" el="noopener">https://www.kyoritsu-pub.co.jp/book/b10081154.html</a></li>
</ol>
</p>
<p>
<h4>Awards</h4>
<ol>
<li>
<span>優秀講演賞</span>, 第18回 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, 2017.</li>
<li>
[学内] <span>基礎工学部賞</span> (平成29年度), 大阪大学基礎工学部 , 2018.</li>
<li>
<span>SCI学生発表賞</span>, 第63回システム制御情報学会研究発表講演会 (SCI’19), 2019.[<a href='https://sci19.iscie.or.jp/award/' target="_blank" el="noopener">link</a>]</li>
<li>
[学内] <span>システム科学領域賞</span> (令和元年度), 大阪大学大学院システム創成専攻システム科学領域, 2020.</li>
<li>
<span>Young Award (IROS, CASE2021)</span>, IEEE Robotics and Automation Society Japan Joint Chapter, 2021. [<a href='pdf/IEEE_JapanJoint_YoungAward.PDF' target="_blank" el="noopener">pdf</a>, <a href="https://www.ieee-jp.org/section/tokyo/chapter/RA-24/RASJPYoungAward_ICRA2021.html" target="_blank" el="noopener">link</a>]</li>
<li>
<span>優秀講演賞</span>, 第22回 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, 2021.[<a href='pdf/si2021_motoda_award.PDF' target="_blank" el="noopener">pdf</a>]</li>
</li>
</ol>
</p>
<p>
<h4>Dissertation (Doctoral thesis)</h4>
<ol>
<li>URL: <a href='https://doi.org/10.18910/92208' target='_blank' el='noopener'>https://doi.org/10.18910/92208</a>
</li>
</ol>
</p>
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</div><!-- .container -->
</section>
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<section id="sec3">
<div class="container">
<h2 class="text-center">Educational Activities</h2>
<h4>TA</h4>
<ol>
<li> Oct. 2018 – Feb. 2019, <strong>Teaching Assistant</strong>, 情報処理演習 (基礎工学部), Osaka Univ., Japan. </li>
<li>Oct. 2019 – Feb. 2020, <strong>Teaching Assistant</strong>, 情報処理演習 (基礎工学部), Osaka Univ., Japan. </li>
<li>Apr. 2020 – Jun. 2020, <strong>Teaching Assistant</strong>, 情報社会基礎 (全学・経済学部), Osaka Univ., Japan. </li>
<li>Apr. 2020 – Jun. 2020, <strong>Teaching Assistant</strong>, 情報社会基礎 (全学・文学部), Osaka Univ., Japan. </li>
<li>Oct. 2020 – Jan. 2021, <strong>Teaching Assistant</strong>, 情報処理演習 (基礎工学部), Osaka Univ., Japan. </li>
</ol>
<h4>Tutor</h4>
<ol>
<li>Oct. 2020 – Jan. 2021, <strong>Tutor</strong> for international student (基礎工学研究科), Osaka Univ., Japan.</li>
<li>May. 2022 – Jul. 2022, <strong>Tutor</strong> for international student (基礎工学研究科), Osaka Univ., Japan.</li>
<li>May. 2022 – Aug. 2022, <strong>Tutor</strong> for international student (基礎工学研究科), Osaka Univ., Japan.</li>
</ol>
</div><!-- .container -->
</section>
<section id="sec3">
<div class="container">
<h2 class="text-center">Internship</h2>
<ol>
<li>Dec. 2021 – Mar. 2022, <strong>AI Cube Inc.</strong> [<a href="https://www.ai3cube.co.jp/">link</a>], Tokyo, Japan. </li>
</ol>
</div><!-- .container -->
</section>
<section id="sec3">
<div class="container">
<h2 class="text-center">Short Bio. </h2>
<p>
📚 <span>2023-present</span>, Research Scientist in the Automation Research Team, Industrial CPS Research Center, National Insitute of Advanced Industrial Science and Technology in Odaiba, Tokyo.<br><br>
👨‍🎓 <span>2020-2023</span>, Ph.D. student, Osaka University.<br>
👨‍🔬 <span>2022-2023</span>, JSPS Research Fellowship for Young Scientists (DC2).<br>
📚 <span>2018-2023</span>, Osaka University Humanware Innovation Program (6th) [<a href='https://www.humanware.osaka-u.ac.jp/'>link</a>].<br>
👨‍🎓 <span>2018-2020</span>, Master course student, Osaka University.<br>
👨‍🎓 <span>2014-2018</span>, Undergraduate student, Osaka University.<br>
👨‍🎓 <span>2011-2014</span>, High school student, Mikunigaoka High School (Osaka).
</p>
<p>Tomohiro MOTODA is a research scientist in in the Automation Research Team, Industrial CPS Research Center, National Insitute of Advanced Industrial Science and Technology in Odaiba, Tokyo. </p>
<p>I got Ph.D., M.Eng., and B.Eng. in Osaka University, Toyonaka. My research topic is robotics, manipulation and machine learning (AI robotics). </p>
<p>I have skills in languages as Japanese (native), English (intermediate), C, C++ and Python. </p>
<p>
<ol>
<li>Activity 1:<a href="https://sites.google.com/view/sice-si-manipulation/Wakate/" target="_blank" el="noopener">SIマニピュレーション若手の会</a>運営<br>
</li>
<li>Activity 2:<a href="https://sites.google.com/view/robotpaperchallenge">robotpaper.challenge</a>メンバー<br>
- ICRA2024 速報: <a href="https://speakerdeck.com/rpc/icra2024-su-bao" target="_blank" el="noopener">https://speakerdeck.com/rpc/icra2024-su-bao</a><br>
- CoRL2023 速報: <a href="https://speakerdeck.com/rpc/corl2023su-bao" target="_blank" el="noopener">https://speakerdeck.com/rpc/corl2023su-bao</a><br>
- IROS2023 報告: <a href="https://speakerdeck.com/rpc/iros2023-bao-gao" target="_blank" el="noopener">https://speakerdeck.com/rpc/iros2023-bao-gao</a>
</li>
</ol>
</p>
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