Have a look at Eureka, they use a combo of LLMs and basic evolutionary methods to automate solving reinforcement learning problems. What's interesting is that t

Have a look at Eureka, they use a combo of LLMs and basic evolutionary methods to automate solving reinforcement learning problems. What's interesting is that the only human input is the code for the environment of the RL problem and some fixed scaffolding prompts for the GA. Sounds like it could be a good starting point for something like this.