NAIL Agent
NAIL agent provides the source code for an agent which won the 2018 Text-Based Adventure AI Competition. The repository will be also used to release further improvements as we developed better RL approaches to the text games domain.
NAIL: A General Interactive Fiction Agent
- Matthew Hausknecht ,
- Ricky Loynd ,
- Greg Yang ,
- Adith Swaminathan ,
- Jason Williams
arXiv: Machine Learning |
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.