Deep Learning Problems in Robotics
When data scientists talk about Deep Learning, they’re usually speaking about image generation, detection, classification, and regression tasks. Still, the thing that deep learning and artificial intelligence are getting vastly used for is in the field of robotics and solving some of its most significant challenges. It is deep learning for computer vision that is powering the pursuit of self-driving autonomous cars. Reinforcement learning is also powering some of the initiatives like AlphaGo, where the agent tries to act in the world to maximize its rewards.
The advancements in deep learning have been many, but still, we want to reach the ultimate goal at some point in time — Artificial General Intelligence.