Train AI to drive! Create your own neural network and watch it evolve from chaos to mastery with the power of evolutionary algorithms and natural selection. Fine-tune the learning process to craft the ultimate AI driver, and test your creation in campaign challenges or on custom-built tracks.
All Reviews:
Positive (44) - 100% of the 44 user reviews for this game are positive.
Release Date:
26 Jan, 2025
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Early Access Game

Get instant access and start playing; get involved with this game as it develops.

Note: Games in Early Access are not complete and may or may not change further. If you are not excited to play this game in its current state, then you should wait to see if the game progresses further in development. Learn more

What the developers have to say:

Why Early Access?

“We aim to make "AI Learns To Drive" a complete AI sandbox, where players can experiment with neural networks, create tracks, and train AI in creative ways. Early Access allows us to refine this vision with community feedback.”

Approximately how long will this game be in Early Access?

“"AI Learns To Drive" will remain in Early Access until we are fully satisfied with its state and have implemented most of the features outlined in our roadmap. We anticipate this will take roughly 12 months.”

How is the full version planned to differ from the Early Access version?

“We plan to include additions in the full version, such as:

  • Steam integrations
  • A broader range of vehicles
  • New environments and gameplay modes
  • An enhanced track & network editor
  • Improved graphics
  • Refined machine learning, deeper customization, and smarter learning mechanics
  • Changes proposed by the community during Early Access

Ongoing and planned features, including community-suggested changes, can be found on our Roadmap page, which we update regularly.”

What is the current state of the Early Access version?

“The current Early Access version of the game offers a solid foundation with core features, including:

  • A track editor with multiple surface types (asphalt, dirt, and ice) for creating diverse challenges.
  • Customizable AI neural networks for cars, allowing experimentation with layers, neurons, and sensors.
  • A functional training simulation where AI evolves over generations using player-defined parameters, providing a basis for further refinement.
  • A set of initial challenges to test player-created AI, with opportunities to expand and improve based on feedback.
  • Essential quality-of-life features for basic game interaction, including saving progress and monitoring training, with ongoing adjustments planned.

We are actively developing "AI Learns to Drive" and plan to expand and refine all of these features based on community feedback. Your participation will be vital in shaping the future of the game during Early Access.”

Will the game be priced differently during and after Early Access?

“Yes, the price of "AI Learns To Drive" will likely increase after Early Access to reflect the additional content, features, and polish in the full version.”

How are you planning on involving the Community in your development process?

“We plan to share regular updates about development progress, feature previews, and roadmap adjustments through Steam announcements and social media.

We actively seek feedback from players to help shape the development of "AI Learns to Drive." You can share your thoughts and suggestions with us on the following channels:

  • Discord
  • Steam Forums
  • Email
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About This Game

AI Learns To Drive is a sandbox simulation where you can create and train your own AI to drive a racing car across different tracks. The AI uses a simple feed-forward artificial neural network and is trained using evolutionary algorithms.

Edit AI

  • Customize your AI's neural network. Adjust settings like the number of layers and neurons to see how they affect learning. Experiment with different setups.

Edit Tracks

  • Design your own tracks with easy-to-use track editor. Choose from surfaces like asphalt, ice, and dirt to challenge your AI in various driving conditions.

Training

  • Train your AI using evolutionary algorithms. Over multiple generations, select the best-performing agents to create new, improved ones. Adjust training settings like time time limit, learning rate, and the number of agents to optimize learning.

Challenges

  • Test your AI's skills in campaign challenges. Earn stars by achieving goals like completing laps within a time limit, reaching high scores, or mastering tough tracks. Each challenge helps your AI improve.

System Requirements

    Minimum:
    • Requires a 64-bit processor and operating system
    • OS *: Windows 11, 10, 8, 7
    • Processor: Intel Core 2 Duo E8200, AMD Athlon XE BE-2300, Snapdragon X Elite
    • Memory: 8 GB RAM
    • Graphics: Intel HD Graphics 5500 (Broadwell), AMD Radeon R5 Graphics (Kaveri)
    • Storage: 500 MB available space
    Recommended:
    • Requires a 64-bit processor and operating system
    • OS: Windows 11, 10
    • Processor: Intel Core i5-6600K, AMD Ryzen 5 1600, Snapdragon X Elite
    • Memory: 16 GB RAM
    • Graphics: NVIDIA GeForce GTX 1050 (Pascal), AMD Radeon RX 460 (GCN 4.0)
    • Storage: 500 MB available space
* Starting January 1st, 2024, the Steam Client will only support Windows 10 and later versions.

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