Abstract: This research explores the application of reinforcement learning (RL) to enhance route efficiency and performance of a Formula One (F1) car within a simulation environment. The simulation is ...
Abstract: Reinforcement learning (RL) benchmarking has long relied on learning curves and cumulative reward tables, yet these metrics fail to capture critical design challenges, such as environment ...
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