AI Simulator: 2048 1.10.92

AI Simulator – Freeware – iOS
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Same 2048, different algorithms.

No more swiping. Allow the AI to take control of the game for you as you progress through the intriguing 2048 puzzle. Advance by exploring various cutting-edge algorithms and machine learning models including Basic Heuristics, Monte Carlo Simulation, Pure Monte Carlo game search, Deep Q Learning (DQN), and more to come.

Training Your Own Model

Select from a range of pre-trained deep learning models or embark on the journey of training your personalized machine learning models from scratch. Dive into the realm of a proficient machine learning/AI engineer's experience. Save and load your model at your convenience without losing your progress.

Fine Tuning Parameters

Dive into the vast array of adjustable parameters tailored to suit your preferences for each algorithm. Tailor the scoring function, number of simulations, and more than 1000 different combinations available for your grid-search optimization.

Upgrade Your AI Capabilities

Accumulate chips as you play the game and invest in upgrades to unlock various quality-of-life (QOL) features. Enhancements range from faster solve speed, auto-restart, training statistics, and more, ensuring an immersive AFK gaming experience.

Get the Highest High Score

Track your high scores alongside the algorithms used after each game session. Utilize your past performances to fine-tune the AI model and reach new high scores. 2048 marks only the inception of your gaming endeavors.

Compete on Global Leaderboard

Share your high score on the global leaderboard and engage in riveting competition against other AIs to secure the ultimate global high score.

Features:
<ul>
<li>Original AI simulation game concept</li>
<li>Select pre-trained models like Deep Q Learning</li>
<li>Train custom AI models using Deep Q Learning</li>
<li>Save and resume training progress</li>
<li>Rapid AI solving speed for a gratifying experience</li>
<li>Customizable and upgradable AI algorithms and parameters</li>
<li>Powered by tf.js (Tensorflow) engine for an authentic AI experience</li>
<li>Enhance AI speed and capabilities for a seamless gameplay experience</li>
<li>New creation from the developer behind Black Hole by thACk, recipient of NUS GDC 2012's Best Gameplay Award</li>
</ul>

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