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The Three Biggest Short-Term Challenges of Deep Learning
Developing representations of the world, reasoning in differentiable ways and hierarchical action plans are some of the top immediate challenges for deep learning.
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Deep learning has become one of the fastest growing trends in software. With massive progress made in areas such as natural language processing and computer vision, many believe that deep learning is knocking at the doors of general artificial intelligence(AI). However, the path to general AI is full of major challenges that are going to require massive breakthroughs in deep learning techniques.
