Search
Menu
Deposition Sciences Inc. - Difficult Coatings - LB - 8/23

Army Researchers Advance Drone Swarm Learning Capabilities

Facebook X LinkedIn Email
U.S. Army researchers have developed a reinforcement learning approach that will allow swarms of unmanned aerial and ground vehicles more consistent performance when executing mission objectives. Reinforcement learning provides a way to control uncertain agents to achieve multi-objective goals when the precise model for the agent is unavailable. However, existing reinforcement learning methods can only be applied in a centralized manner, which requires pooling the state information of the entire swarm at a central learner, which drastically increases computational complexity and...Read full article

Related content from Photonics Media



    Articles


    Products


    Photonics Handbook Articles


    White Papers


    Webinars


    Photonics Dictionary Terms


    Media


    Photonics Buyers' Guide Categories


    Companies
    Published: August 2020
    Glossary
    machine vision
    Machine vision, also known as computer vision or computer sight, refers to the technology that enables machines, typically computers, to interpret and understand visual information from the world, much like the human visual system. It involves the development and application of algorithms and systems that allow machines to acquire, process, analyze, and make decisions based on visual data. Key aspects of machine vision include: Image acquisition: Machine vision systems use various...
    neural network
    A computing paradigm that attempts to process information in a manner similar to that of the brain; it differs from artificial intelligence in that it relies not on pre-programming but on the acquisition and evolution of interconnections between nodes. These computational models have shown extensive usage in applications that involve pattern recognition as well as machine learning as the interconnections between nodes continue to compute updated values from previous inputs.
    Research & Technologymachine visionneural networkneural networksdronesmilitarymilitary & defenseMilitary Aircraftmilitary dronesArmyArmy Research LabArmy Research LaboratoryArmy Research LabsU.S. Army Research LaboratoryThe News Wire

    We use cookies to improve user experience and analyze our website traffic as stated in our Privacy Policy. By using this website, you agree to the use of cookies unless you have disabled them.