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We classify the computational complexity of the popular video games Portal and Portal 2. We isolate individual mechanics of the game and prove NP-hardness, PSPACE-completeness, or (pseudo)polynomiality depending on the specific game…

Computational Complexity · Computer Science 2016-12-01 Erik D. Demaine , Joshua Lockhart , Jayson Lynch

We prove NP-hardness results for five of Nintendo's largest video game franchises: Mario, Donkey Kong, Legend of Zelda, Metroid, and Pokemon. Our results apply to generalized versions of Super Mario Bros. 1-3, The Lost Levels, and Super…

Computational Complexity · Computer Science 2015-02-10 Greg Aloupis , Erik D. Demaine , Alan Guo , Giovanni Viglietta

An open-close door gadget has two states and three tunnels that can be traversed by an agent (player, robot, etc.): the "opening" and "closing" tunnels set the gadget's state to open and closed, respectively, while the "traverse" tunnel can…

Computational Complexity · Computer Science 2026-03-17 MIT Gadgets Group , Jeffrey Bosboom , Erik D. Demaine , Jenny Diomidova , Dylan Hendrickson , Hayashi Layers , Jayson Lynch

We prove RE-completeness (and thus undecidability) of several 2D games in the Super Mario Bros. platform video game series: the New Super Mario Bros. series (original, Wii, U, and 2), and both Super Mario Maker games in all five game styles…

Computational Complexity · Computer Science 2024-05-20 MIT Hardness Group , Hayashi Ani , Erik D. Demaine , Holden Hall , Ricardo Ruiz , Naveen Venkat

We investigate the complexity of the platform video game Celeste. We prove that navigating Celeste is PSPACE-hard in five different ways, corresponding to different subsets of the game mechanics. In particular, we prove the game PSPACE-hard…

Computational Complexity · Computer Science 2022-11-23 Lily Chung , Erik D. Demaine

Avoidance games are games in which two players claim vertices of a hypergraph and try to avoid some structures. These games are studied since the introduction of the game of SIM in 1968, but only few complexity results are known on them. In…

Combinatorics · Mathematics 2022-10-07 Valentin Gledel , Nacim Oijid

In this paper, we give simple NP-hardness reductions for three popular video games. The first is Baba Is You, an award winning 2D block puzzle game with the key premise being the ability to rewrite the rules of the game. The second is Fez,…

Computational Complexity · Computer Science 2022-02-23 Matthew Ferland , Vikram Kher

This paper proves that push-pull block puzzles in 3D are PSPACE-complete to solve, and push-pull block puzzles in 2D with thin walls are NP-hard to solve, settling an open question by Zubaran and Ritt. Push-pull block puzzles are a type of…

Computational Complexity · Computer Science 2017-09-06 Erik D. Demaine , Isaac Grosof , Jayson Lynch

We show that three placement games, Col, NoGo, and Fjords, are PSPACE-complete on planar graphs. The hardness of Col and Fjords is shown via a reduction from Bounded 2-Player Constraint Logic and NoGo is shown to be hard directly from Col.

Computational Complexity · Computer Science 2016-02-22 Kyle Burke , Bob Hearn

We consider the complexity properties of modern puzzle games, Hexiom, Cut the Rope and Back to Bed. The complexity of games plays an important role in the type of experience they provide to players. Back to Bed is shown to be PSPACE-Hard…

Computational Complexity · Computer Science 2020-05-22 Diogo M. Costa , Alexandre P. Francisco , Luís M. S. Russo

We study algorithmic complexity of solving subtraction games in a~fixed dimension with a finite difference set. We prove that there exists a game in this class such that any algorithm solving the game runs in exponential time. Also we prove…

Computational Complexity · Computer Science 2020-01-14 Vladimir Gurvich , Michael Vyalyi

In a case study spanning four classic Super Mario games and the analysis of 237 known glitches within them, we classify a variety of weaknesses that are exploited by speedrunners to enable them to beat games quickly and in surprising ways.…

Cryptography and Security · Computer Science 2024-04-24 Llewellyn Forward , Io Limmer , Joseph Hallett , Dan Page

We analyze the computational complexity of several popular video games released for the Nintendo Game Boy video game console. We analyze the complexity of generalized versions of four popular Game Boy games: Donkey Kong, Wario Land, Harvest…

Computational Complexity · Computer Science 2024-12-23 Hayder Tirmazi , Ali Tirmazi , Tien Phuoc Tran

We analyze the computational complexity of the popular computer games Threes!, 1024!, 2048 and many of their variants. For most known versions expanded to an m x n board, we show that it is NP-hard to decide whether a given starting…

Computational Complexity · Computer Science 2015-05-19 Stefan Langerman , Yushi Uno

Games like Super Mario Maker 2 (SMM2) lower the barrier for casual users to become level designers. In this paper, we set out to analyze a vast amount of data about SMM2 user-written levels, in order to understand what factors affect a…

Human-Computer Interaction · Computer Science 2025-07-30 Carlo A. Furia , Andrea Mocci

We consider the $n\times n$ game of Phutball. It is shown that, given an arbitrary position of stones on the board, it is a PSPACE-hard problem to determine whether the specified player can win the game, regardless of the opponent's choices…

Computer Science and Game Theory · Computer Science 2021-03-05 Dariusz Dereniowski

We analyze some of the many game mechanics available to Link in the classic Legend of Zelda series of video games. In each case, we prove that the generalized game with that mechanic is polynomial, NP-complete, NP-hard and in PSPACE, or…

Computational Complexity · Computer Science 2022-04-01 Jeffrey Bosboom , Josh Brunner , Michael Coulombe , Erik D. Demaine , Dylan H. Hendrickson , Jayson Lynch , Elle Najt

We study the computational complexity of distance games, a class of combinatorial games played on graphs. A move consists of colouring an uncoloured vertex subject to it not being at certain distances determined by two sets, D and S. D is…

Computational Complexity · Computer Science 2019-02-12 Kyle Burke , Silvia Heubach , Melissa Huggan , Svenja Huntemann

Bloxorz is an online puzzle game where players move a 1 by 1 by 2 block by tilting it on a subset of the two dimensional grid. Bloxorz features switches that open and close trapdoors. The puzzle is to move the block from its initial…

Computational Complexity · Computer Science 2014-11-24 Tom C. van der Zanden , Hans L. Bodlaender

Nintendo's Super Smash Bros. Melee fighting game can be emulated on modern hardware allowing us to inspect internal memory states, such as character positions. We created an AI that avoids being hit by training using these internal memory…

Artificial Intelligence · Computer Science 2017-12-12 Ben Parr , Deepak Dilipkumar , Yuan Liu
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