ArXiv TLDR

Alex Graves

3 papers · Latest:

WaveNet: A Generative Model for Raw Audio

WaveNet is a deep autoregressive model that generates highly natural raw audio waveforms, achieving state-of-the-art results in text-to-speech and music generation.

1609.03499
Machine Learning

Asynchronous Methods for Deep Reinforcement Learning

This paper introduces asynchronous variants of deep reinforcement learning algorithms that stabilize training and achieve state-of-the-art results efficiently using parallel actor-learners on CPUs.

1602.01783
Machine Learning

Playing Atari with Deep Reinforcement Learning

This paper introduces a deep convolutional neural network trained with reinforcement learning to play Atari games directly from raw pixel inputs, outperforming previous methods and human experts on several games.

1312.5602

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