Using the game Gran Turismo, an agent was trained with a combination of deep reinforcement learning algorithms and specialized training scenarios, demonstrating success against championship-level human racers.
Many potential applications of artificial intelligence involve making real-time decisions in physical systems while interacting with humans. Automobile racing represents an extreme example of these conditions; drivers must execute complex tactical manoeuvres to pass or block oppo…
Coevolutionary Rate Geometry · Genomic Strategy Phase Transitions · Arms Race Bifurcation on the Fitness Interaction Manifold https://www.youtube.com/watch?v=IE1aHf34_PA (⭐ 0)
slipstreams is crucial to race tactics: a lone rider has little chance of outracing a small group of riders who can take turns in the strenuous position at
Communication", a discussion of the 2009 flu pandemic "when fear was outracing the disease". Besser wrote at the time: "You cannot catch Ebola in a lecture
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a big team is to do well at the Monaco Grand Prix. Senna delivers by outracing F1's superstars at the rain-affected 1984 race. He finishes second after
Autonomous racing has become a popular sub-topic of autonomous driving in recent years. The goal of autonomous racing research is to develop software to control the vehicle at its limit of handling and achieve human-level racing performance. In this...
that appeared on the cover of Nature entitled Outracing champion Gran Turismo drivers with deep reinforcement learning, which reported on the creation
MacAlpine, Patrick (February 2022). "Outracing champion Gran Turismo drivers with deep reinforcement learning". Nature. 602 (7896): 223–228. Bibcode:2022Natur
Many potential applications of artificial intelligence involve making real-time decisions in physical systems while interacting with humans. Automobile racing represents an extreme example of these conditions; drivers must execute complex tactical manoeuvres to pass or block oppo…