#Japan #Toyota #GENIAC #AIRoA #Robot Data

AIRoA Selected for GENIAC National Project

The AI Robot Association (AIRoA) has recently been chosen as a participant in the GENIAC (Generative AI Accelerator Challenge) national project, initiated by the Japanese Ministry of Economy, Trade and Industry (METI) and NEDO (New Energy and Industrial Technology Development Organization). This initiative focuses on the research and development of a data ecosystem aimed at the autonomous expansion of robot operation data gathered in real households, aligning with the pressing demands for household robots due to Japan's aging population and labor shortages.

Importance of Household Data for Social Implementation of Robots

As the number of elderly and the shortage of human labor continue to grow, the expectations surrounding household robots—capable of assisting with chores, remote monitoring, and daily living support—are significantly increasing. However, the household environment varies greatly across different households, from floor plans and furniture arrangements to daily habits and chore processes. Compared to factories and research facilities, homes present more variable and complex environments, making it challenging for robots to operate safely and flexibly.

Moreover, the ongoing operation of robots in real homes and the collection of data present several challenges that cannot be solely addressed through technological advancements, such as privacy concerns, safety issues, consent management from residents, remote operation, and maintenance. It is not easy for individual companies to develop extensive insights and data at scale on their own.

To date, AIRoA has focused on establishing platforms for collecting and processing robot operation data, developing and verifying Vision-Language-Action (VLA) models, utilizing mobile manipulators and the Yielding Universal Bidigital Interface (YUBI) for data collection, and performing practical demonstrations in simulated living environments at the Miraikan (National Museum of Emerging Science and Innovation).

Following this selection, AIRoA aims to leverage these insights in real household settings. The initiative intends to create a foundational platform for multiple robot developers and AI creators to utilize, promoting the research and development of robotic models and their application in real-world environments.

Goals of the Project

In this project, robots will be deployed to real households, and operation data will be collected alongside user feedback, including commands and evaluations. Specifically, the initiative plans to allocate robots to 35 households, including those in Toyota's Woven City—an experimental 'demonstration town' concept—aiming to gather approximately 7,000 hours worth of robot operation data.

By combining autonomous execution with remote operation, the project aims to continuously operate robots while utilizing the collected data for VLA model training, evaluation, and improvement. Enhancing the performance of the models and increasing the robots' level of autonomy will allow for the expansion of operational environments and facilitate further data collection.

In tandem with these goals, the following infrastructures will be developed holistically:

• - Applications for users and operators
• - Data collecting and management systems for real households
• - An operational framework that includes teleoperation and maintenance of the robots
• - Mechanisms addressing safety, privacy, and consent management
• - Quality control and rights processing of the collected data

The data and insights gained from this project will be organized into datasets, guidelines, and operational frameworks that can be utilized by subsequent robot developers and AI creators. AIRoA is determined not only to conduct data collection but also to establish a cyclical system for continuous operation and improvement of robots across diverse household environments.

Evaluation of Proposal Acceptance

In NEDO's review, the proposal was highly regarded for its significance and novelty within the household robot sector, alongside the feasibility demonstrated through a proven teleoperation framework and the integrated approach to collecting useful datasets foundational to VLA development.

Future Plans

The project is slated to commence between September 2026 and August 2027. AIRoA is actively preparing for the project's launch by establishing operational frameworks and data collection management systems that align with real household environments.

About AIRoA

The AI Robot Association (AIRoA) is dedicated to advancing research and social implementation of robots that thrive in the real world through the fusion of AI and robotic technology. By collecting and sharing data necessary for developing foundational robot models and managing development communities, AIRoA aims to build a physical AI ecosystem originating from Japan.

Official Site: AIRoA

Inquiries

For more information, please contact the AIRoA public relations team at:
Email: [email protected]