London AI4Code meetup w/ Noah Shinn on Reflexion, a novel verbal reinforcement learning framework (June 15th)

The AI4Code reading group is back this week with Noah Shinn, the lead author of Reflexion, a novel reinforcement learning framework for improving LLM agents. Reflexion's main idea is that it converts binary/scalar feedback into verbal textual summaries, to be used as additional context for future LLM agent executions. It is the first work to utilize self-reflection for practical use in autonomous behavior in language agents for reasoning, decision-making, and programming tasks and outperforms all baseline approaches by significant margins …

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