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Volume 602 Issue 7896, 10 February 2022

Driving force

Many potential applications for artificial intelligence require making real-time decisions. Car racing, in which drivers must undertake complex tactical manoeuvres while controlling their vehicle at its performance limits, represents just such a challenge. In this week’s issue, Peter Wurman and his colleagues present an AI agent called Gran Turismo Sophy (GT Sophy) that can outcompete world champion-level human players in the PlayStation 4 racing game Gran Turismo Sport. The researchers used deep reinforcement learning to teach GT Sophy how to race. GT Sophy subsequently won head-to-head competitions against four of the world’s best Gran Turismo Sport drivers, racing over three car and track combinations. The team suggests the results could improve simulations used to train drivers and could also have applications in systems such as aerial drones and self-driving vehicles.

Cover image: Sony Interactive Entertainment Inc.

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