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Proximal Policy Optimization (PPO)

A reinforcement learning algorithm that is simpler to tune, made OpenAI's default RL algorithm.

We’re releasing a new class of reinforcement learning algorithms, Proximal Policy Optimization (PPO), which perform comparably or better than state-of-the-art approaches while being much simpler to implement and tune. PPO has become the default reinforcement learning algorithm at OpenAI because of its ease of use and good performance.

From the announcement

Official source

Proximal Policy Optimizationopenai.com · published

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