Evolvable robots swarm with shared intelligence
to settle unknown and explored areas
Small AI-driven robots take on the challenge of exploring lunar lava tubes
INTRODUCTION
Under Moonshot Goal 3 of the Cabinet Office Moonshot Research and Development Program, the evolution of AI and robots will lead to the realization of robots that autonomously learn and act alongside human beings by 2050.
This project aims to build systems for simple and compact robots to cooperate and evolve as groups (=swarms) in order to explore and establish bases within lunar lava tubes, which represents unknown and unexplored areas.
Three R&D themes have been set to achieve this aim, and various research organizations are pooling their resources to carry out the necessary research.
In 2009, cavities resembling underground caves were discovered on the Moon. Japan’s lunar orbiter SELENE, better known by its nickname “Kaguya,” discovered an enormous vertical shaft believed to be 100 meters in diameter and 100 meters deep, and determined that a horizontal cavity extended from the shaft.
The lunar surface reaches 110 degrees Celsius (°C) during the day, and falls to -170 °C overnight. Without an atmosphere, the Moon’s surface is an extremely dangerous environment, exposed to cosmic radiation, and bombarded by meteorites and other debris.
If humanity is to establish a base on the Moon, these lava tubes that form underground caves are believed to be the ideal location, as they offer protection from incoming objects from space and moderate the wild temperature fluctuations that occur on the lunar surface.
To explore and settle these underground caves and lava tubes on the Moon, we will send swarms of small robots.
CONCEPT MOVIE
-
2026.3.19
Cooperative exploration campaign by multiple small robots made in an underground cave in Australia
-
2026.3.16
Project meeting was held and Most research staff were gathered
-
2026.2.20
PI’s view for R&D theme 1-3 “Design and Implementation of Decentralized and Self-organized Network intelligence with Co-evolutionary capabilities” by Prof. KAWASHIMA
-
2026.2.20
Prof. SUDO, ELSI advisor for MS KUNII PJ, gave his final lecture
-
2026.2.19
SPI’s view for R&D theme 1-2 “Analysis of Collective information from Network intelligence and Swarm Robots” by Dr. TAKAI
-
2026.2.18
MS KUNII project introduced their AI Swarm Robotics Technology at ISIEX2026and NHK-BS TV program “FRONTIER”

The challenge to pioneer the future:
What is the Moonshot Research and Development Program?
The Moonshot Research and Development Program is an ambitious R&D project being spearheaded by the Cabinet Office to solve the major challenges facing Japan, with a target of the year 2050. Led by the Japan Science and Technology Agency (JST), the program will promote innovative technologies aimed at solving social issues through the development of AI, robot technologies, sustainable social systems, and so on. With researchers from different fields collaborating to advance concrete research and development, the aim is to realize technologies and systems to achieve the program’s goals.





