2022 AAAI AAAI 2022

The Bullets Puzzle: A Paper-and-Pencil Minesweeper

Abstract

Abstract In this paper, we introduce a technique for AI generation of the Bullets puzzle, a paper-and-pencil variant of Minesweeper. Whereas traditional Minesweeper can be lost due to the need to guess mine or non-mine positions, our puzzle is fully deducible from a minimal clue set. Puzzle generation is based on analysis and optimization of solutions from a human-like reasoning engine that classifies types of deductions. Additionally, we provide insights to subjective puzzle quality, minimal clue sampling trade-offs, and optimal bullet density.

🧭 Keyword Pioneer — puzzle solving
🐝 Cross-Pollinator — Artificial Intelligence, Deep Learning, Knowledge & Reasoning, Machine Learning, Mathematics & Optimization, Natural Language Processing, Reinforcement Learning
🌉 Interdisciplinary Bridge — Artificial Intelligence and Computer Science and Mathematics & Optimization
🐣 Hot Topic Early Bird — game ai