evaluation question: how do you handle Reinforcement Learning?

[connor_1lt5]

I have been exploring Reinforcement Learning and wanted to ask people who have tried it in practice.

I am particularly interested in evaluation and prompt design. I would like to compare approaches that people have actually used rather than just theoretical suggestions.

What has worked best for you, and what would you avoid?