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NAIL: A General Interactive Fiction Agent

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arxiv 1902.04259 v2 pith:AJKUAPQA submitted 2019-02-12 cs.AI

Matthew Hausknecht , Ricky Loynd , Greg Yang , Adith Swaminathan , Jason D. Williams This is my paper · ORCID
classification cs.AI
keywords nailgamesagentfictiongeneralinteractiveadventurearchitecture
verification ladder T0 review T1 audit T2 compute T3 formal
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Interactive Fiction (IF) games are complex textual decision making problems. This paper introduces NAIL, an autonomous agent for general parser-based IF games. NAIL won the 2018 Text Adventure AI Competition, where it was evaluated on twenty unseen games. This paper describes the architecture, development, and insights underpinning NAIL's performance.

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