Research

More on Dota 2

Source: OpenAI News 16 Aug 2017

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AI audio in English, based on the NadiAI brief and original source.

Brief

Our Dota 2 result shows that self-play can catapult the performance of machine learning systems from far below human level to superhuman, given sufficient compute. In the span of a month, our system went from barely matching a high-ranked player to beating the top pros and has continued to improve since then. Supervised deep learning systems can only be as good as their training datasets, but in self-play systems, the available data improves automatically as the agent gets better.

Why It Matters

Penemuan ini menunjukkan self-play boleh mempercepat kemajuan AI tanpa bergantung sepenuhnya pada set data berpenyelia.

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