Download DeepMind Whitepaper PDF Free - Full Version
Download DeepMind Whitepaper by ['crazylifefreak'] in PDF format completely FREE. No registration required, no payment needed. Get instant access to this valuable resource on PDFdrive.to!
About DeepMind Whitepaper
This document describes research on using a deep convolutional neural network to learn control policies directly from raw pixel inputs to successfully play seven Atari 2600 games using reinforcement learning. The network is trained with a variant of Q-learning to estimate future rewards from the pixel inputs and outputs action values. It outperforms previous approaches on six games and surpasses a human expert on three games, demonstrating that deep reinforcement learning can learn directly from high-dimensional sensory inputs like raw video frames to achieve expert-level control.
Detailed Information
| Author: | ['crazylifefreak'] |
|---|---|
| Publication Year: | 2014 |
| Pages: | 9 |
| Language: | English |
| Format: | |
| Price: | FREE |
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