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Keting Lu

2 accepted papers

2022

Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge

AAAI 2022technical

Goal-oriented dialog policy learning algorithms aim to learn a dialog policy for selecting language actions based on the current dialog state. Deep reinforcement learning methods have been used for dialog policy learning. This work is motivated by the observation that, although dialog is a domain wi…

2022

Goal-oriented Vision-and-Dialog Navigation via Reinforcement Learning

EMNLP 2022finding

Vision-and-dialog navigation is a recent benchmark for evaluating the AI capabilities of perception, interaction, and decision making. While existing methods developed for this benchmark have demonstrated great successes, they mostly rely on large datasets, where data collection can be a challenge,…

Cited by 3SourcePDFScholar