Published onMarch 3, 2026RL Series [01]: CarRacing-v3 — From Pixels to PolicyReinforcement-LearningGymnasiumReinforcement Learning Series, Episode 01. We introduce the CarRacing-v3 environment — its history, game mechanics, reward design, and a complete environment setup walkthrough, with a roadmap of algorithms to come.