Teaching Space Robots to Think: Naval Research Lab’s Reinforcement Learning Breakthrough
This edition of Fed Gov Today with Francis Rose, takes you to the cutting edge of robotics in space. Dr. Samantha Chapin, Space Roboticist, and Dr. Kenneth Stewart, Computer Research Scientist at the Naval Research Laboratory (NRL), share how their team is using reinforcement learning — a flavor of machine learning inspired by dog training — to teach robots to operate autonomously in space. They explain why human time in space is so precious, how reinforcement learning allows robots to adapt in unpredictable environments, and why the International Space Station is the perfect proving ground…
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