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[1707.06347] Proximal Policy Optimization Algorithms

https://arxiv.org/abs/1707.06347
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2026-07-23 09:42:51
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Text Highlight2026-07-23 13:03:51
Original Highlight Excerpt
"alternate between sampling data through interaction with the environment"
Whisper Note
So it's basically trial and error but with math? Cool.
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Text Highlight2026-07-23 12:54:51
Original Highlight Excerpt
"alternate between sampling data through interaction with the environment"
Whisper Note
Sampling and optimizing on loop, that's the whole RL dance right there.
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Text Highlight2026-07-23 10:00:51
Original Highlight Excerpt
"We propose a new family of policy gradient methods"
Whisper Note
our team switched to PPO last year and never looked back
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Text Highlight2026-07-23 09:51:51
Original Highlight Excerpt
"We propose a new family of policy gradient methods"
Whisper Note
sounds promising but i'll believe it when i see it on my tasks
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arxiv.org
Text Highlight2026-07-23 09:42:51
Original Highlight Excerpt
"We propose a new family of policy gradient methods"
Whisper Note
finally something that doesn't need a phd to implement

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