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We prove that two pushing-blocks puzzles are intractable in 2D. One of our constructions improves an earlier result that established intractability in 3D [OS99] for a puzzle inspired by the game PushPush. The second construction answers a…

Computational Geometry · Computer Science 2007-05-23 Erik D. Demaine , Martin L. Demaine , Joseph O'Rourke

We analyze the computational complexity of motion planning through local "input/output" gadgets with separate entrances and exits, and a subset of allowed traversals from entrances to exits, each of which changes the state of the gadget and…

Computational Complexity · Computer Science 2023-11-16 Hayashi Ani , Erik D. Demaine , Dylan H. Hendrickson , Jayson Lynch

We analyze the computational complexity of several new variants of edge-matching puzzles. First we analyze inequality (instead of equality) constraints between adjacent tiles, proving the problem NP-complete for strict inequalities but…

Exactly 20 years ago at MFCS, Demaine posed the open problem whether the game of Dots & Boxes is PSPACE-complete. Dots & Boxes has been studied extensively, with for instance a chapter in Berlekamp et al. "Winning Ways for Your Mathematical…

Computational Geometry · Computer Science 2021-05-07 Kevin Buchin , Mart Hagedoorn , Irina Kostitsyna , Max van Mulken

We prove PSPACE-completeness of the well-studied pushing-block puzzle Push-1F, a theoretical abstraction of many video games (introduced in 1999). The proof also extends to Push-$k$ for any $k \ge 2$. We also prove PSPACE-completeness of…

Computational Complexity · Computer Science 2024-12-31 Hayashi Ani , Lily Chung , Erik D. Demaine , Jenny Diomidova , Della Hendrickson , Jayson Lynch

The procedural generation of levels and content in video games is a challenging AI problem. Often such generation relies on an intelligent way of evaluating the content being generated so that constraints are satisfied and/or objectives…

Artificial Intelligence · Computer Science 2019-04-22 Ahmed Khalifa , Michael Cerny Green , Gabriella Barros , Julian Togelius

Deep reinforcement learning has achieved many recent successes, but our understanding of its strengths and limitations is hampered by the lack of rich environments in which we can fully characterize optimal behavior, and correspondingly…

Artificial Intelligence · Computer Science 2018-07-02 Maithra Raghu , Alex Irpan , Jacob Andreas , Robert Kleinberg , Quoc V. Le , Jon Kleinberg

We prove that it is PPAD-hard to compute a Nash equilibrium in a tree polymatrix game with twenty actions per player. This is the first PPAD hardness result for a game with a constant number of actions per player where the interaction graph…

Computer Science and Game Theory · Computer Science 2020-02-28 Argyrios Deligkas , John Fearnley , Rahul Savani

The Hanano Puzzle is a one-player game with irreversible gravity, where the goal is to make colored blocks make contact with flowers of the corresponding color. The game Jelly no Puzzle shares similar mechanics. In general, determining if a…

Computational Complexity · Computer Science 2026-01-14 Michael C. Chavrimootoo , Jin Seok Youn

In this paper, we study the average case complexity of the Unique Games problem. We propose a natural semi-random model, in which a unique game instance is generated in several steps. First an adversary selects a completely satisfiable…

Data Structures and Algorithms · Computer Science 2011-04-20 Alexandra Kolla , Konstantin Makarychev , Yury Makarychev

The twentieth century has seen the rise of a new type of video games targeted at a mass audience of "casual" gamers. Many of these games require the player to swap items in order to form matches of three and are collectively known as…

Computational Complexity · Computer Science 2014-03-25 Luciano Gualà , Stefano Leucci , Emanuele Natale

We study the computational complexity of the popular board game backgammon. We show that deciding whether a player can win from a given board configuration is NP-Hard, PSPACE-Hard, and EXPTIME-Hard under different settings of known and…

Computational Complexity · Computer Science 2021-12-15 R. Teal Witter

We are going to show that some variants of a puzzle called Pull in which the boxes have handles (i.e. we can only pull the boxes in certain directions) are NP-hard

Computational Complexity · Computer Science 2018-01-01 Oscar Temprano

In the "Game about Squares" the task is to push unit squares on an integer lattice onto corresponding dots. A square can only be moved into one given direction. When a square is pushed onto a lattice point with an arrow the direction of the…

Computational Complexity · Computer Science 2014-08-21 Jens Maßberg

In many applications, we want to influence the decisions of independent agents by designing incentives for their actions. We revisit a fundamental problem in this area, called GAME IMPLEMENTATION: Given a game in standard form and a set of…

Computer Science and Game Theory · Computer Science 2022-12-02 Jiehua Chen , Sebastian Vincent Haydn , Negar Layegh Khavidaki , Sofia Simola , Manuel Sorge

The New York Times (NYT) games have found widespread popularity in recent years and reportedly account for an increasing fraction of the newspaper's readership. In this paper, we bring the computational lens to the study of New York Times…

Computational Complexity · Computer Science 2025-09-16 Alessandro Giovanni Alberti , Flavio Chierichetti , Mirko Giacchini , Daniele Muscillo , Alessandro Panconesi , Erasmo Tani

Recently, a standardized framework was proposed for introducing quantum-inspired moves in mathematical games with perfect information and no chance. The beauty of quantum games-succinct in representation, rich in structures, explosive in…

Computational Complexity · Computer Science 2020-11-10 Kyle Burke , Matthew Ferland , Shang-Hua Teng

We prove that playing Candy Crush to achieve a given score in a fixed number of swaps is NP-hard.

Computational Complexity · Computer Science 2014-03-11 Toby Walsh

Pebble games are single-player games on DAGs involving placing and moving pebbles on nodes of the graph according to a certain set of rules. The goal is to pebble a set of target nodes using a minimum number of pebbles. In this paper, we…

Computational Complexity · Computer Science 2018-07-16 Erik D. Demaine , Quanquan C. Liu

Sprouts is a two-player topological game, invented in 1967 by Michael Paterson and John Conway. The game starts with p spots, lasts at most 3p-1 moves, and the player who makes the last move wins. In the misere version of Sprouts, on the…

Combinatorics · Mathematics 2009-09-01 Julien Lemoine , Simon Viennot