Proactive Service Agents: A Unified Decision Framework, Methods, and Evaluation
This survey gives an operational definition centered on initiative and formulates the problem as a partially observable sequential decision process constrained by authorization and risk, and shows why offline classification performance alone does not predict deployment benefit and why long-term memory is not a defining...
Yan Tang, Ting-Yu Cao, Yuan-Bo Tang et al.
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