CEO Natus Vincere Евгений «HarisPilton» Золотарев дал большое интервью порталу Gameinside.ua. Мы выделили 9 главных мыслей о составах по Dota 2 и League of Legends для тех, у кого нет времени смотреть часовое видео.
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. TrueSkill rating (similar to the ELO rating in chess) of our best bot over time, computed by simulating games betw...
