I agree, but they should come up with the distribution as well.
If you directly give the distribution to the LLM, it is not doing anything interesting. It is just sampling from the strategy you tell it to play.
If you directly give the distribution to the LLM, it is not doing anything interesting. It is just sampling from the strategy you tell it to play.