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Why reinforcement learning breaks at scale, and how a new method fixes it

From autonomous cars to video games, reinforcement learning (machine learning through interaction with environments) can have ...
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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)

News organizations may use or redistribute this image, with proper attribution, as part of news coverage of this paper only.

Reinforcement learning session gathers experts

An intensive programme on reinforcement learning, brought together 60 international participants including students, ...
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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 ...