Machine learning device, control device, and machine learning method

This invention describes a system that uses machine learning to fine-tune how a servo motor operates, especially when its movements or commands are restricted. If the motor's commands go beyond safe limits, the system tells the machine learning part, which then uses this information to learn and find better ways to control the motor without exceeding those limits, specifically for machines like robots or machine tools.

Why it matters: Since 2019, reinforcement learning algorithms have significantly improved in handling real-time system constraints and feedback, making this adaptive control approach more robust and efficient for industrial applications. The increased availability of powerful edge computing also supports its real-time deployment.

Status: Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build: SpecializedMachine learning software, real-time control hardware

3 AI reinvention directions for this patent

See all three

AI gives you a few directions you could take this. Pick one, and we check whether your version is different enough to patent, then write the filing.

Reinvent this with AI

Where this one came from

Every morning we go through millions of abandoned patents and pick out 15 worth your time. This was one of today’s.

This one

+10