CyberRunner
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About
CyberRunner is an AI robot designed to play the labyrinth marble game by learning through experience. It utilizes model-based reinforcement learning to make informed decisions and improve its gameplay continuously. As the robot plays, it captures observations and receives rewards based on its performance, all while using a camera to monitor the game. The learning process occurs concurrently with the gameplay, enabling the robot to refine its strategies without pausing. This approach allows it to become proficient at the game, overcoming the inherent challenges of fine motor skills and spatial reasoning needed to navigate the labyrinth effectively.
Platform
Task
Features
• autonomous learning
• uses reinforcement learning
• improves gameplay over time
• real-time observation capture
• memory of collected experiences
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