Long-term Task-oriented Agent: Proactive Long-term Intent Maintenance in Dynamic Environments

Qinglong Shi, Donghai Wang, Hantao Zhou +5

Current large language model agents predominantly operate under a reactive paradigm, responding only to immediate user queries within short-term sessions. This limitation hinders t…