How to Motivate Your Dragon: Teaching Goal-Driven Agents to Speak and Act in Fantasy Worlds

Prithviraj Ammanabrolu
Prithviraj Ammanabrolu
Jack Urbanek
Jack Urbanek
Margaret Li
Margaret Li
Cited by: 0|Bibtex|Views30
Other Links: arxiv.org

Abstract:

We seek to create agents that both act and communicate with other agents in pursuit of a goal. Towards this end, we extend LIGHT (Urbanek et al. 2019)---a large-scale crowd-sourced fantasy text-game---with a dataset of quests. These contain natural language motivations paired with in-game goals and human demonstrations; completing a que...More

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