Multi-Turn Credit Assignment with LLM Agents

tldr; A paper caught my eye, proposing a way to treat individual agent calls in multi-turn agent training as individual steps. The key contribution - an easy, intuitive method of assigning credit to each step, for quicker training. [Paper] | [Slides] | [Video] Introduction A paper - Reinforcing Multi-Turn Reasoning in LLM Agents via Turn-Level Credit Assignment - caught my eye, prompting me to…