Nokia cell tracking zhu pets

 

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Nokia cell tracking zhu pets

2 Hours Ago. The Dow first hit 10,000 on this day in 1999. With the Dow above 20,000, a striking stat shows just how different the market is today.

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Reinforcement learning can acquire complex behaviors from high-level specifications. However, defining a cost function that can be optimized effectively and encodes ...

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We provide the first improvement in this line of research. Our result is based on the variance reduction trick recently introduced to convex optimization, as well as a brand new analysis of variance reduction that is suitable for non-convex optimization. For objectives that are sum of smooth functions, our first-order minibatch stochastic method converges with an $O(1/\varepsilon)$ rate, and is faster than full gradient descent by $\Omega(n^{1/3})$.

We demonstrate the effectiveness of our methods on empirical risk minimizations with non-convex loss functions and training neural nets.