Коэффициент успеха задачи

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Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access

Authors: nan

Publication: TIPSTER (2017)

DOI: nan

AbstractThis paper proposes KB-InfoBot - a multi-turn dialogue agent which helps users search Knowledge Bases (KBs) without composing complicated queries. Such goal-oriented dialogue agents typically need to interact with an …...

40069

Guided Dialogue Policy Learning without Adversarial Learning in the Loop

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractReinforcement learning methods have emerged as a popular choice for training an efficient and effective dialogue policy. However, these methods suffer from sparse and unstable reward signals returned by a …...

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Hierarchical Task Learning from Language Instructions with Unified Transformers and Self-Monitoring

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

Despite recent progress, learning new tasks through language instructions remains an ex- tremely challenging problem. On the AL- FRED benchmark for task learning, the pub- lished state-of-the-art system only achieves …...

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Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation

Authors: nan

Publication: TIPSTER (2023)

DOI: nan

AbstractTask-oriented Dialogue (ToD) agents are mostly limited to a few widely-spoken languages, mainly due to the high cost of acquiring training data for each language. Existing low-cost approaches that rely …...

43025