Offline RL and Large Language Models

Perhaps one of the most impressive demonstrations of the potential for large language models is their ability to hold a reasonable conversation with humans, providing responses that follow the flow of the conversation, respond to questions, and even perform rudimentary tasks, such as searching the web. There is something almost uncanny about being able to interact with a machine in the same way we might interact with another person, asking them to do things, providing clarifications, and engagin...