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Robots can learn new actions faster thanks to AI techniques

The article from *The Economist* discusses how advancements in artificial intelligence (AI) are enabling robots to learn new actions more quickly and efficiently. Traditionally, robots have been programmed with specific tasks, but recent developments in machine learning, particularly reinforcement learning and imitation learning, allow robots to adapt and learn from their environment or from human demonstrations. These AI techniques help robots to not only perform tasks faster but also to generalize from one task to another, reducing the need for extensive reprogramming. The article highlights several examples, including robots learning to manipulate objects in varied environments, navigate complex terrains, and even perform delicate tasks like surgery. This leap in robotic capabilities is attributed to the integration of large datasets, advanced algorithms, and the ability of AI to process and learn from visual and sensory inputs in real-time, suggesting a future where robots could become more autonomous and versatile in real-world applications.

Read the Full The Economist Article at [ https://www.economist.com/science-and-technology/2024/11/27/robots-can-learn-new-actions-faster-thanks-to-ai-techniques ]