Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction – The Berkeley Artificial Intelligence Research Blog
Overview of ABBEL compared to traditional recursive summarization. Beliefs replace the full interaction history as the agent’s working context, and belief grading improves performance by supervising the contents of each…