reflexion
Investigate a novel AI approach that uses verbal reinforcement learning to boost reasoning and decision-making capabilities in language agents. The project offers source code, demonstrations, and thorough setup guidance for executing experiments related to reasoning in HotPotQA and decision-making in AlfWorld. Learn about different agent types, reflexion strategies, and explore resources like LeetcodeHardGym. Though developer access might be limited due to GPT-4 constraints and API expenses, extensive experiment logs have been made accessible for analysis. This project by Noah Shinn and his team is featured in a NeurIPS 2023 publication.