KYOTO UNIVERSITY
GRADUATE SCHOOL OF INFORMATICS
35°01′ N   135°47′ E
KYOTO, JAPAN

CONSENSUS INFORMATICS / SOCIAL INTELLIGENCE

Diverse minds.
Creating the
next intelligence.

People and AI, understanding, agreeing and cooperating.
Together, we explore new possibilities for society.

Explore our researchFROM THEORY TO SOCIETY
01 / 12 — COLLECTIVE

Diverse minds. Shared possibilities.

From individuals to a collective

Twelve abstract particle studies explore natural swarms, coordinated traffic, dialogue and common ground, market exchange, automated negotiation, voting, auctions, the wisdom of crowds and multi-agent warehouse management. In the warehouse study, 100 robots circulate among 64 storage racks and 16 outbound stations distributed around all four sides. Travel distance and station workload are considered to spread deliveries across the warehouse. Picking, carrying and unloading happen in parallel. Each completed delivery triggers a new order. One-way aisles and coordinated entry priorities prevent simultaneous occupancy and head-on swaps. Counters show active robots, robots carrying packages and deliveries completed since the scene began. In the wisdom scene, 60 fictional independent estimates remain distinct while their mean is computed. The true value is 100 and the mean is 100.9. Individual mean absolute error is 23.9; the crowd mean has an absolute error of 0.9. This example illustrates independent estimates with little shared bias.
AI-POWERED
COLLECTIVE INTELLIGENCE.
SCROLL TO DISCOVER TAKAYUKI ITO LAB / KYOTO UNIVERSITY

Diverse perspectives.
Shared possibilities.

We study AI-powered collective intelligence: people and AI agents reaching agreement and cooperating. By bringing diverse perspectives together, we explore how new forms of intelligence emerge.

From foundational theory to real-world applications, we explore multiagent AI to enhance human collective intelligence and make new social systems possible.

Read our research philosophy

We are interested in collective intelligence in which people, computers and AI agents reach agreement and cooperate with one another: AI-powered Collective Intelligence. Recent research shows that the collective intelligence of a human group can surpass that of any individual. When highly networked computers and AI join human groups, far larger-scale, more efficient and more advanced intelligence becomes possible. Progress in AI, exemplified by today's large language models, has been remarkable, and dramatically more capable AI agents are now a reality. By having these AI agents and people agree and cooperate with one another, we aim to bring out an unprecedented form of collective intelligence and to realize entirely new social systems.

Multiagent AI provides the methodology and concepts for realizing new social systems and for enhancing human collective intelligence with intelligent information technology. In the Consensus Informatics group we explore the possibilities of new social systems while investigating the essence of social intelligence, and put them into practice in society. Centered on AI and multiagent AI, our research covers consensus-building support, computational mechanism design, automated negotiating agents, large language models, distributed reinforcement learning, service computing, IoT, argumentation theory, social simulation and more. We pursue both theoretical research that aims high and real-world implementation, through collaboration with industry, government and civil society, that faces hard realities.

8members

Faculty & staff

39students

Current students

18lectures

Special & invited lectures

Takayuki Ito

Takayuki Ito伊藤 孝行

Professor · Principal Investigator

Professor and Principal Investigator, Department of Social Informatics, Graduate School of Informatics, Kyoto University

E-mail
ito@i.kyoto-u.ac.jp
Research field
Computer science and artificial intelligence: multiagent systems, automated negotiation, consensus building, collective intelligence
Funding
JST CREST, JST SICORP, JSPS KAKENHI (Grant-in-Aid for Scientific Research A/B/C and others) · Projects ↗
Research group
8 faculty and staff, 39 students (PhD, master’s and undergraduate) · People ↗

Ideas into
society.

Bringing diverse intelligence into society.
Connecting foundational theory with practice.

Explore our projects
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Members of the Takayuki Ito Laboratory
THE PEOPLE BEHIND THE IDEAS.ITO LAB / KYOTO

Different minds.
Shared curiosity.

Humanity, creativity, intelligence, stamina
and an international outlook.
Faculty and students grow and explore together.

Alumni ↗
Ryuta Arisaka

Lecturer

Ryuta Arisaka

Sofia Sahab

Program-Specific Assistant Professor

Sofia Sahab

Zehua Si

Program-Specific Assistant Professor

Zehua Si

Rika Ikebe

Administrative Staff

Rika Ikebe

Yihan Dong

D4

Yihan Dong

Tianyou Gao

D2

Tianyou Gao

Hana Momoi

D2

Hana Momoi

Hanwen Zhang

D1

Hanwen Zhang

Qilong Wu

D1

Qilong Wu

Yu Kimura

D

Yu Kimura

Chengyu Jiang

M2

Chengyu Jiang

Hoi Fu Chou

M2 · Oct 2024

Hoi Fu Chou

Sosa Kuroda

M2

Sosa Kuroda

Akito Shitara

M2

Akito Shitara

Kenta Nakatsuka

M2

Kenta Nakatsuka

Kazuma Fukumura

M2

Kazuma Fukumura

Toshiya Murashige

M2

Toshiya Murashige

Soma Watanabe

M2

Soma Watanabe

Lingxiao Han

M2

Lingxiao Han

Rei Matsui

M2

Rei Matsui

Keitaro Ogawa

M2

Keitaro Ogawa

Kazuki Miyoshi

M2

Kazuki Miyoshi

Roshia

M2

Roshia

Kento Yasui

M1 · Oct 2025

Kento Yasui

Enci Yue

M1 · Oct 2025

Enci Yue

Kenji Imai

M1

Kenji Imai

Naoku Susami

M1

Naoku Susami

Haruki Takada

M1

Haruki Takada

Rintaro Toyama

M1

Rintaro Toyama

Shunki Horinouchi

M1

Shunki Horinouchi

Claudio Gonzalez

M1

Claudio Gonzalez

Vitor Rodgigues Costa

M1

Vitor Rodgigues Costa

Kaiyang Chen

M1

Kaiyang Chen

Bohan Lu

M1

Bohan Lu

Koshiro Kawahara

M1

Koshiro Kawahara

Takeru Matsushima

M1

Takeru Matsushima

Miyu Okada

B4

Miyu Okada

Ato Kanamori

B4

Ato Kanamori

Kota Miyamoto

B4

Kota Miyamoto

Shora Yamashita

B4

Shora Yamashita

Kuki Kawase

B4

Kuki Kawase

Tomoki Fujita

B4

Tomoki Fujita

Takamasa Uchida

B4

Takamasa Uchida

Professor, Fujita Health University

Tokuro Matsuo

Professor, Nagoya Institute of Technology

Shun Shiramatsu

Professor, Hokkaido University

Susumu Ohnuma

Lecturer, Mie University

Shun Okuhara

Associate Professor, Nagoya Institute of Technology

Takanobu Otsuka

Associate Professor, Nagoya Institute of Technology

Wen Gu

Associate Professor, Okayama University · former lab member, Program-Specific Associate Professor

Donghui Lin

Special lectures.

All special lectures

Where questions
come to life.

Discover our research and everyday life in the laboratory.

Watch D-Agree in action

Dialogue into
agreement.

D-Agree supports large-scale discussion through automated facilitation agents. It extracts valuable opinions, structures discussions and supports consensus building.

The next intelligence
starts with us.

Let’s create the next intelligence, together.

Get in touch about joining our lab or collaborating on research.

For prospective research students
Takayuki Ito Laboratory (Consensus Informatics)
Department of Social Informatics, Graduate School of Informatics
Kyoto University
Yoshida-honmachi, Sakyo-ku, Kyoto 606-8501, Japan
+81-75-753-4820 (secretary)
contact@agent.soc.i.kyoto-u.ac.jp ↗
Principal Investigator: Takayuki Ito, Professor · ito@i.kyoto-u.ac.jp ↗
Google Maps ↗