Autonomous AI aimed at Ayara
Many AIs need to be taught the procedures of tasks that people are doing. We are utilizing Reinforcement Learning and developing technologies that allow robots or drones to judge the situation on their own and perform given tasks (moving autonomously) without human intervention. With this technology and “Edge AI,” we are aiming to introduce it into fields where it is challenging to automate operations.
Example: Cleaning robot
- Automation by machine
- Autonomous AI
What’s Reinforcement Learning?
Algorithms based on Reinforcement Learning are used to implement Autonomous AI.
Reinforcement Learning is one of the Machine Learning methods in which agents (robots, drones, etc.) act on the environment and learn by trial and error what kind of policy they can use to get the highest “rewards.” When you set appropriate rewards according to the purpose, it is possible to have the agent learn the policy to achieve the mission.
- Hazardous area inspection by drone
- Automatic operation of construction machinery
- Manufacturing process automation by collaborative robots
- Optimum control of air conditioning
- Automated gameplay
- Recommendation function in online service