Reinforcing Real-world Service Agents: Balancing Utility and Cost in Task-oriented Dialogue

Ning Gao, Wei Zhang, Yuqin Dai +6

The rapid evolution of Large Language Models (LLMs) has accelerated the transition from conversational chatbots to general agents. However, effectively balancing empathetic communi…