Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning

Zheng Wu, Xingyu Lou, Xinbei Ma +5

Large Language Model (LLM)-based agents significantly extend the utility of LLMs by interacting with dynamic environments. However, enabling agents to continually learn new tasks w…