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comment by Stephen McAleese (stephen-mcaleese) · 2024-04-13T09:50:29.593Z · LW(p) · GW(p)

Thank you for explaining PPO. In the context of AI alignment, it may be worth understanding in detail because it's the core algorithm at the heart of RLHF. I wonder if any of the specific implementation details of PPO or how it's different from other RL algorithms have implications for AI alignment. To learn more about PPO and RLHF, I recommend reading this paper: Secrets of RLHF in Large Language Models Part I: PPO.