This application uses artificial intelligence to learn how to play computer games. It watches the screen, processes images, and performs keyboard or mouse actions automatically. You do not need to program the software. It observes game states and makes decisions based on learned patterns to achieve high scores.
To run this application on your Windows computer, follow these instructions. You need a modern computer, at least 16 GB of RAM, and a dedicated graphics card from NVIDIA to ensure smooth performance.
- Visit the official releases page to download the software.
- Select the file ending in .exe to start your download.
- Once the file finishes downloading, double-click the file to begin the installation process.
- Follow the on-screen prompts to place the application on your computer.
Before you launch the software, ensure your game runs in Windowed mode. The artificial intelligence works best when it can capture the game window without interference from other apps.
Make sure your graphics card drivers are current. You can update these through the software provided by your graphics card manufacturer. If your screen resolution is set to a non-standard ratio, change it to 1920x1080 for the best tracking results.
- Locate your downloaded file in your Downloads folder.
- If a security prompt appears, click "More Info" and then "Run Anyway." This prompt happens because the software is a new tool that Windows does not yet recognize.
- Pick a folder on your hard drive to save the application files.
- Wait for the progress bar to finish. A shortcut icon will appear on your desktop.
When you open the application, you will see a simple control panel.
- Target Selection: Click the button labeled "Select Target Window." Move your mouse over your game and click. The software now watches this window.
- Setup Actions: Define the keys your game uses. If your game uses the W, A, S, and D keys for movement, type those into the manual input box.
- Training Mode: Click "Start Learning." The AI will begin to play the game on its own. You will see the mouse move and keys press in real-time.
- Saving Progress: The software saves your progress every ten minutes. You can stop or resume learning whenever you choose.
You can access the latest version of the software here:
Download RL_for_Game Installation Files
Download the file, run the installer, and follow the simple steps. Ensure you move the folder to a location where you have full file permissions, such as your user documents folder. Avoid installing the software in restricted system directories.
The system uses advanced methods to interpret screen activity. These include:
- Dual-Stream Processing: The system separates the game value from the specific action benefit to improve decision accuracy.
- Temporal Patterns: The app tracks a sequence of frames to understand motion rather than looking at static images.
- Real-time Adaptation: The system learns from its mistakes while it plays, which helps it improve its strategy during long gaming sessions.
- Efficient Sampling: The software focuses on important moments in the game, ignoring boring frames where nothing changes.
If the software does not detect your game, verify that your game window is visible on your primary monitor.
If the AI acts erratically, check your input settings. Ensure that no other controllers or joysticks are plugged into your computer, as these might conflict with the software's virtual input signals.
To reset the AI's learning, use the "Clear Cache" button in the Settings menu. This deletes the old memory and forces the system to start from scratch. This is helpful if you move from one game to a different game.
Keep your computer plugged into a power source while the software runs. Training these models consumes hardware resources, which may drain laptop batteries quickly. If you experience heat issues, ensure your PC fans have space to circulate air.