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cs.RO2020
BayesRace: Learning to race autonomously using prior experience
Achin Jain, Matthew O'Kelly, Pratik Chaudhari +1
Autonomous race cars require perception, estimation, planning, and control modules which work together asynchronously while driving at the limit of a vehicle's handling capability.…
cs.RO2020
Computing the racing line using Bayesian optimization
Achin Jain, Manfred Morari
A good racing strategy and in particular the racing line is decisive to winning races in Formula 1, MotoGP, and other forms of motor racing. The racing line defines the path follow…