The key innovation behind this system is the use of reinforcement learning, which enables the robot to adapt to the unique characteristics of different ladders. This machine learning approach allows the robot to learn from its mistakes and adjust its climbing strategy in real-time, ensuring a high success rate even when faced with challenging ladder angles.
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