Shypd.aiThe largest open index of AI toolsLinesight is an open-source reinforcement learning project that enables AI to play Trackmania. It provides an interface to programmatically control the game and achieve human-level driving.
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Linesight is a groundbreaking open-source reinforcement learning project dedicated to pushing the boundaries of AI in the racing game Trackmania. It leverages reinforcement learning techniques to enable AI to achieve and surpass human-level driving performance, including setting world records on official campaign tracks. The project includes a robust interface for Trackmania Nations Forever, allowing developers to programmatically send inputs, retrieve car states, and capture screenshots, making it a valuable resource for other RL projects. Linesight serves as an excellent benchmark for working on various RL algorithms due to Trackmania's deep gameplay and keyboard-friendly input system. The project has demonstrated significant achievements, including human-level driving in May 2023 and beating world records in May 2024.
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