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Photonic chips advance real-time learning in spiking neural systems

Researchers have developed photonic computing chips that overcome key limitations for a type of neural network known as a photonic spiking neural system. By enabling fast learning and decision making ...
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Reinforcement Learning is Making a Buzz in Space (IMAGE)

Samantha Chapin, Ph.D., U.S. Naval Research Laboratory (NRL) space roboticist, performs a reinforcement learning control test on free-flyer robots aboard the International Space Station from NRL ...
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The investigation of reinforcement learning-based end-to-end decision-making algorithms for autonomous driving on the road with consecutive sharp turns (IMAGE)

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Watch AI learn to walk using Deep Reinforcement Learning (DRL)

Deep Reinforcement Learning (DRL) is a subfield of machine learning that combines neural networks with reinforcement learning techniques to make decisions in complex environments. It has been applied ...