Reinforcement Learning from AI Feedback (RLAIF)

31 Oct 2024

🚧 Work in progress…

This article will cover Reinforcement Learning from AI Feedback (RLAIF), an alternative to RLHF that uses AI models instead of humans to provide feedback for training language models.

Topics to cover:

• Motivation: scaling beyond human feedback
• RLAIF framework and methodology
• AI-based reward modeling
• Comparison with RLHF
• Advantages and limitations
• Applications and results