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ai-creature
Artod/ai-creature
ai-creature is a reinforcement learning model from Artod. Use it for the reinforcement learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
The AI Creature is a Reinforcement Learning agent based on the Soft-Actor Critic algorithm. The agent is capable of navigating and interacting within its environment, utilizing Binocular Vision to distinguish between…
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Updated Nov 24, 2023
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At a glance
- Task
- Reinforcement Learning
- License
- mit
- Access
- Public
- Created
- Nov 24, 2023
- Updated
- Nov 24, 2023
- SHA
- cae0e413
Model card
From the Hugging Face model README
The AI Creature
The AI Creature is a Reinforcement Learning agent based on the Soft-Actor Critic algorithm. The agent is capable of navigating and interacting within its environment, utilizing Binocular Vision to distinguish between different stimuli. This system, built with TensorFlow.js and Convolutional Neural Networks, shows remarkable learning efficiency, achieving significant milestones in computer vision tasks with minimal training time.
The training of 5 neural networks (1 actor, 2 critics, 2 target critics) and inference happen on the client side in the browser.
It takes the agent 1-2 hours of trial and error to learn to avoid red spheres and pursue green ones (the browser tab must remain in focus to prevent the browser's optimization algorithm from stopping training when the tab is idle).
Website: https://ai-creature.github.io
Demo Video: 
- Task
- Reinforcement Learning
- License
- mit
- Languages
- en
- Created
- Nov 24, 2023
- Updated
- Nov 24, 2023