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Introduction to Proximal Policy Optimization algorithm (PPO)
In 2018 OpenAI made a breakthrough in Deep Reinforcement Learning. This breakthrough was made possible thanks to a strong hardware architecture and by using the state of the art's algorithm: Proximal Policy Optimization. The main idea of Proximal Policy Optimization is to avoid having too large a policy update. To do that, we use a ratio that ...
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