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Alan Wagner

2 accepted papers

2022

A POMDP Dialogue Policy with 3-way Grounding and Adaptive Sensing for Learning through Communication

EMNLP 2022finding

Agents to assist with rescue, surgery, and similar activities could collaborate better with humans if they could learn new strategic behaviors through communication. We introduce a novel POMDP dialogue policy for learning from people. The policy has 3-way grounding of language in the shared physical…