NAIL: A General Interactive Fiction Agent

February 12, 2019 Β· Declared Dead Β· πŸ› arXiv.org

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Authors Matthew Hausknecht, Ricky Loynd, Greg Yang, Adith Swaminathan, Jason D. Williams arXiv ID 1902.04259 Category cs.AI: Artificial Intelligence Citations 39 Venue arXiv.org Last Checked 4 months ago
Abstract
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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