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From REINFORCE to PPO: The Complete On-Policy RL Journey

taewoon.kim · published 7 August 2025

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https://github.com/tae898/on-policy-rl/blob/main/01.reinforce.ipynb
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https://github.com/tae898/on-policy-rl/blob/main/05.ppo.ipynb
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https://github.com/tae898/on-policy-rl
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https://link.springer.com/article/10.1007/BF00992696
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https://www.nature.com/articles/nature14236
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https://arxiv.org/abs/1710.02298
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https://arxiv.org/abs/2004.14288
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https://arxiv.org/abs/1602.01783
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https://arxiv.org/abs/1509.02971
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