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Microsoft Uses Transfer Learning to Train Autonomous Drones
The model is able to transfer knowledge between a simulated environment and real-world settings.
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Perception-Action loops are at the core of most of our daily life activities. Subconsciously, our brains use sensory inputs to trigger specific motor actions in real-time, and this becomes a continuous activity in all sorts of activities, from playing sports to watching TV. In the context of artificial intelligence(AI), perception-action loops are the cornerstone of autonomous systems such as self-driving vehicles. While disciplines such as imitation learning or reinforcement learning have certainly made progress in this area, the current generation of…
