US EditionPPO Explained and Its Constraints: Introducing PDPPO as an Alternative
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PPO Explained and Its Constraints: Introducing PDPPO as an Alternative
Last Updated on April 19, 2025 by Editorial Team Author(s): Leonardo Kanashiro Felizardo Originally published on Towards AI. What is PPO, and Why is it Popular? Proximal Policy Optimization (PPO) has rapidly emerged as a leading model-free reinforcement learning (RL) method due to its simplicity and strong performance across various domains. PPO combines trust-region policy optimization and clipped objective optimization to ensure stable and eff…
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