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It is important whenever designing new technologies to ask “how will this affect people’s privacy?” This topic is especially ..read more
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To operate successfully in a complex and changing environment, learning agents must be able to acquire new skills quickly. Humans display ..read more
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Effect of Population Based Augmentation applied to images, which differs at different percentages into training. In this blog post ..read more
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We are in the midst of an unprecedented convergence of two rapidly growing trends on our roadways: sharply increasing ..read more
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Communicating the goal of a task to another person is easy: we can use language, show them an image of the desired outcome, point them to a ..read more
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Imagine a robot trying to learn how to stack blocks and push objects using visual inputs from a camera feed. In order to minimize cost and ..read more
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Existing Computer Vision Setting v.s. Real-World Scenario One day, an ecologist came to us. He wanted to use modern computer vision ..read more
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Figure 1: Our model-based meta reinforcement learning algorithm enables a legged robot to adapt online in the face of an unexpected ..read more
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In many animals, tool-use skills emerge from a combination of observational learning and experimentation. For example, by watching one ..read more
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We all dream of a future in which autonomous cars can drive us to every corner of the world. Numerous researchers and companies are working ..read more

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