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AI Learns To Drive
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.
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Release Date:
To be announced
Developer:
Publisher:
ActivationFunction

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Features
Single-player
Includes level editor
Profile Features Limited 
Languages:
Interface Full Audio Subtitles
English ✔

Coming Soon To Early Access

The developers of this game intend to release as a work in progress, developing with the feedback of players.

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.”

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

“The full version will include additions, 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, smarter learning mechanics

Ongoing and planned features can be found on our Roadmap page, which we update regularly.”

What is the current state of the Early Access version?

“The game is currently fully playable and offers:

  • A track editor with multiple surface types (asphalt, dirt, and ice).
  • Customizable AI neural networks for cars, including adjustable layers, neurons, and sensors.
  • A working training simulation where AI evolves over generations using player-defined parameters like mutation rate and population size.
  • A set of challenges to test player-created AI.
  • Essential quality-of-life features, such as saving progress, pausing, and monitoring training.
”

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.

Early Access players will play a vital role in bug reporting and playtesting.”
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This game is not yet available on Steam

Planned Release Date: To be announced

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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: 4 GB RAM
    • Graphics: Intel HD Graphics 5500 (Broadwell), AMD Radeon R5 Graphics (Kaveri)
    • Storage: 250 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: 300 MB available space
* Starting January 1st, 2024, the Steam Client will only support Windows 10 and later versions.
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