Shypd.aiThe largest open index of AI toolsDavid-Silver-Reinforcement-learning is an Open Source Research & Education tool that provides notes and implementations for David Silver's Reinforcement Learning course. It includes algorithms implemented in Keras and OpenAI's Gym framework.
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David-Silver-Reinforcement-learning is an open-source repository offering comprehensive notes and practical implementations for David Silver's renowned Reinforcement Learning course. It covers a wide range of topics from Week 1 (Introduction to RL) to Week 10 (Case Study: RL in Classic Games), with each week's content including slides and video links. The repository features algorithm implementations using Keras (with TensorFlow backend) and OpenAI's Gym framework, making it a valuable resource for students and researchers. It supports Python, TensorFlow, Keras, Gym, and Numpy, and encourages community contributions for expanding implementations to other frameworks like PyTorch or Caffe.
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