A real-time telemetry visualization application that displays an interactive circuit map simulating car positions on track, a dynamically updating leaderboard featuring driver speeds and gear information, and comprehensive race playback controls for playing, pausing, seeking, and adjusting the viewing speed of any Formula 1 session.
RL-based autonomous racing line optimization using Soft Actor-Critic (SAC), a custom Gymnasium racing environment, and curriculum learning to train a Formula-style agent to discover efficient driving behavior from local geometric sensing alone.
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