Uncertainty as a Planning Signal: Multi-Turn Decision Making for Goal-Oriented Conversation

Xinyi Ling, Ye Liu, Reza Averly +1

Goal-oriented conversational systems require making sequential decisions under uncertainty about the user's intent, where the algorithm must balance information acquisition and tar…