Akira Taniguchi

Akira Taniguchi

Ritsumeikan University

H-index: 15

Asia-Japan

About Akira Taniguchi

Akira Taniguchi, With an exceptional h-index of 15 and a recent h-index of 14 (since 2020), a distinguished researcher at Ritsumeikan University, specializes in the field of Artificial Intelligence, Machine Learning, Robot Learning.

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

Interactive Learning System for 3D Semantic Segmentation with Autonomous Mobile Robots

DEQ-MCL: Discrete-Event Queue-based Monte-Carlo Localization

Real-world Instance-specific Image Goal Navigation for Service Robots: Bridging the Domain Gap with Contrastive Learning

Object Instance Retrieval in Assistive Robotics: Leveraging Fine-Tuned SimSiam with Multi-View Images Based on 3D Semantic Map

脳科学とロボティクスを結ぶ統合認知モデルの実践と展望

Emergent communication of multimodal deep generative models based on Metropolis-Hastings naming game

マルチエージェント記号創発に基づく協調的行動の学習と生成 Control as Inference とメトロポリス名付けゲームの融合

Active Exploration based on Information Gain by Particle Filter for Efficient Spatial Concept Formation

Akira Taniguchi Information

University

Position

College of Information Science and Engineering

Citations(all)

604

Citations(since 2020)

521

Cited By

202

hIndex(all)

15

hIndex(since 2020)

14

i10Index(all)

21

i10Index(since 2020)

20

Email

University Profile Page

Ritsumeikan University

Google Scholar

View Google Scholar Profile

Akira Taniguchi Skills & Research Interests

Artificial Intelligence

Machine Learning

Robot Learning

Top articles of Akira Taniguchi

Title

Journal

Author(s)

Publication Date

Interactive Learning System for 3D Semantic Segmentation with Autonomous Mobile Robots

Akinori Kanechika

Lotfi El Hafi

Akira Taniguchi

Yoshinobu Hagiwara

Tadahiro Taniguchi

2024

DEQ-MCL: Discrete-Event Queue-based Monte-Carlo Localization

Akira Taniguchi

Ayako Fukawa

Hiroshi Yamakawa

2024/1

Real-world Instance-specific Image Goal Navigation for Service Robots: Bridging the Domain Gap with Contrastive Learning

arXiv preprint arXiv:2404.09645

Taichi Sakaguchi

Akira Taniguchi

Yoshinobu Hagiwara

Lotfi El Hafi

Shoichi Hasegawa

...

2024/4/15

Object Instance Retrieval in Assistive Robotics: Leveraging Fine-Tuned SimSiam with Multi-View Images Based on 3D Semantic Map

arXiv preprint arXiv:2404.09647

Taichi Sakaguchi

Akira Taniguchi

Yoshinobu Hagiwara

Lotfi El Hafi

Shoichi Hasegawa

...

2024/4/15

脳科学とロボティクスを結ぶ統合認知モデルの実践と展望

人工知能

谷口彰, 山川宏, 谷口忠大

2024/3/1

Emergent communication of multimodal deep generative models based on Metropolis-Hastings naming game

Frontiers in Robotics and AI

Nguyen Le Hoang

Tadahiro Taniguchi

Yoshinobu Hagiwara

Akira Taniguchi

2024/1/31

マルチエージェント記号創発に基づく協調的行動の学習と生成 Control as Inference とメトロポリス名付けゲームの融合

中村友昭, 谷口彰, 谷口忠大

2023

Active Exploration based on Information Gain by Particle Filter for Efficient Spatial Concept Formation

Advanced Robotics

Akira Taniguchi

Yoshiki Tabuchi

Tomochika Ishikawa

Lotfi El Hafi

Yoshinobu Hagiwara

...

2023/6/1

再帰的メトロポリス・ヘイスティングス名付けゲーム 確率的生成モデルに基づくマルチエージェント記号創発の一般化

犬飼惇, 谷口忠大, 萩原良信, 谷口彰

2023

Emergent communication through Metropolis-Hastings naming game with deep generative models

Advanced Robotics

Tadahiro Taniguchi

Yuto Yoshida

Akira Taniguchi

Yoshinobu Hagiwara

2023/9

Lexical Acquisition with Cross-Situational Learning Based on Mutual Segmentation of Sentences and Multi-Attribute Sensory Information

Takafumi Horie

Akira Taniguchi

Yoshinobu Hagiwara

Tadahiro Taniguchi

2023/11

地図とマルチモーダル場所概念の同時学習のための能動探索手法と基盤モデル活用

石川朋親, 谷口彰, 萩原良信, 谷口忠大

2023

Hierarchical Path-planning from Speech Instructions with Spatial Concept-based Topometric Semantic Mapping

arXiv preprint arXiv:2203.10820

Akira Taniguchi

Shuya Ito

Tadahiro Taniguchi

2023/5

Exophora Resolution of Linguistic Instructions with a Demonstrative based on Real-World Multimodal Information

Akira Oyama

Shoichi Hasegawa

Hikaru Nakagawa

Akira Taniguchi

Yoshinobu Hagiwara

...

2023/8/31

Cross-Situational Word Learning in Disentangled Latent Space

Yuta Matsui

Akira Taniguchi

Yoshinobu Hagiwara

Tadahiro Taniguchi

2023/11

交差状況学習と教師なし形態素解析による語彙獲得モデル

堀江孝文, 谷口彰, 萩原良信, 谷口忠大

2023

Unsupervised multimodal word discovery based on double articulation analysis with co-occurrence cues

IEEE Transactions on Cognitive and Developmental Systems

Akira Taniguchi

Hiroaki Murakami

Ryo Ozaki

Tadahiro Taniguchi

2023/8/22

Inferring place-object relationships by integrating probabilistic logic and multimodal spatial concepts

Shoichi Hasegawa

Akira Taniguchi

Yoshinobu Hagiwara

Lotfi El Hafi

Tadahiro Taniguchi

2023/1/17

Integrating Probabilistic Logic and Multimodal Spatial Concepts for Efficient Robotic Object Search in Home Environments

SICE Journal of Control, Measurement, and Systems Integration (SICE JCMSI)

Shoichi Hasegawa

Akira Taniguchi

Yoshinobu Hagiwara

Lotfi El Hafi

Tadahiro Taniguchi

2023/11

Multi-agent Reinforcement Learning with Emergent Communication using Discrete and Indifferentiable Message

Hiroto Ebara

Tomoaki Nakamura

Akira Taniguchi

Tadahiro Taniguchi

2023/12

See List of Professors in Akira Taniguchi University(Ritsumeikan University)