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Thursday, October 10, 2019

New Reinforcement Training Frameworks

Good to see the kind of open source development being done.

DeepMind Has Quietly Open Sourced Three New Impressive Reinforcement Learning Frameworks
Three new releases that will help researchers streamline the implementation of reinforcement learning programs   By Jesus Rodriguez

Deep reinforcement learning(DRL) has been at the center of some of the biggest breakthroughs of artificial intelligence(AI) in the last few years. However, despite all its progress, DRL methods remain incredibly difficult to apply in mainstream solutions given the lack of tooling and libraries. 

Consequently, DRL remains mostly a research activity that hasn’t seen a lot of adoption into real world machine learning solutions. Addressing that problem requires better tools and frameworks. Among the current generation of artificial intelligence(AI) leaders, DeepMind stands alone as the company that has done the most to advance DRL research and development. Recently, the Alphabet subsidiary has been releasing a series of new open source technologies that can help to streamline the adoption of DRL methods.  ... " 

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