Outracing champion Gran Turismo drivers with deep reinforcement learning
Peter R. Wurman, Samuel Barrett, Kenta Kawamoto, James MacGlashan, Kaushik Subramanian, Thomas J. Walsh, Roberto Capobianco, Alisa Devlić, Franziska Eckert, Florian Fuchs, Leilani H. Gilpin, Piyush Khandelwal, Varun Raj Kompella, HaoChih Lin, Patrick MacAlpine, Declan Oller, Takuma Seno, Craig Sherstan, Michael D. Thomure, Houmehr Aghabozorgi, Leon Barrett, Rory Douglas, Dion Whitehead, Peter Dürr, Peter Stone, Michael Spranger, Hiroaki Kitano
Topics & Concepts
Reinforcement learningChampionSportsmanshipComputer scienceSuiteWorld championshipControl (management)Artificial intelligenceOperations researchEngineeringBusinessPolitical scienceAdvertisingLawReinforcement Learning in RoboticsArtificial Intelligence in GamesSports Analytics and Performance