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Institute of Computer Science, University of Tartu

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Author Archives: Tambet Matiisen

The use of embeddings in OpenAI Five by Tambet Matiisen

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While there has been much discussion about OpenAI bot behavior and general meaning of the matches for AI community, there has been surprisingly little technical analysis of their training methods […]

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What neural networks actually do? by Tambet Matiisen

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I often see people mystifying artificial neural networks, like they would think or reason. Actually they are doing simple curve fitting and I have used the following example with students […]

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Deep Reinforcement Learning With Neon by Tambet Matiisen

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This is the part 2 of my series on deep reinforcement learning. See part 1 “Demystifying Deep Reinforcement Learning” for an introduction to the topic.The first time we read DeepMind’s […]

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Demystifying Deep Reinforcement Learning by Tambet Matiisen

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This is the part 1 of my series on deep reinforcement learning. See part 2 “Deep Reinforcement Learning with Neon” for an actual implementation with Neon deep learning toolkit.Today, exactly […]

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