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Quality-diversity (QD) algorithms search for a set of good solutions which cover a space as defined by behavior metrics. This simultaneous focus on quality and diversity with explicit metrics sets QD algorithms apart from standard single-…

神经与进化计算 · 计算机科学 2021-02-16 Daniele Gravina , Ahmed Khalifa , Antonios Liapis , Julian Togelius , Georgios N. Yannakakis

Our ability to know when to trust the decisions made by machine learning systems has not kept up with the staggering improvements in their performance, limiting their applicability in high-stakes domains. We introduce Prover-Verifier Games…

机器学习 · 计算机科学 2021-08-30 Cem Anil , Guodong Zhang , Yuhuai Wu , Roger Grosse

Computational Thinking (CT) has been described as a universally applicable ability such as reading and writing. In this paper, we describe an innovative pedagogy using Rapid Digital Game Creation (RDGC) for learning CT skills. RDGC involves…

其他计算机科学 · 计算机科学 2010-11-19 Praveen Kuruvada , Daniel Asamoah , Nikunj Dalal , Subhash Kak

In order to facilitate analyzing video games as learning systems and instructional designs as games, we present a theoretical framework that integrates ideas from a broad range of literature. The framework describes games in terms of four…

物理教育 · 物理学 2014-01-28 Ian D. Beatty

Recommender systems relying on latent factor models often appear as black boxes to their users. Semantic descriptions for the factors might help to mitigate this problem. Achieving this automatically is, however, a non-straightforward task…

信息检索 · 计算机科学 2018-08-31 Johannes Kunkel , Benedikt Loepp , Jürgen Ziegler

In today's dynamic and interconnected world, resource constraints pose significant challenges across various domains, ranging from networks, logistics and manufacturing to project management and optimization, etc. Resource-constrained…

计算机科学与博弈论 · 计算机科学 2023-11-09 Shiksha Singhal

We present a new concept called Game Mechanic Alignment theory as a way to organize game mechanics through the lens of systemic rewards and agential motivations. By disentangling player and systemic influences, mechanics may be better…

人工智能 · 计算机科学 2021-08-12 Michael Cerny Green , Ahmed Khalifa , Philip Bontrager , Rodrigo Canaan , Julian Togelius

Although procedural generation is popular among game developers, academic research on the topic has primarily focused on new applications, with some research into empirical analysis. In this paper we relate theoretical work in information…

人工智能 · 计算机科学 2023-05-04 Younès Rabii , Michael Cook

We present the technical side of reasoning in Regular Boardgames (RBG) language -- a universal General Game Playing (GGP) formalism for the class of finite deterministic games with perfect information, encoding rules in the form of regular…

Causality and game theory are two influential fields that contribute significantly to decision-making in various domains. Causality defines and models causal relationships in complex policy problems, while game theory provides insights into…

人工智能 · 计算机科学 2025-04-21 Maarten C. Vonk , Mauricio Gonzalez Soto , Anna V. Kononova

Contingency planning, wherein an agent generates a set of possible plans conditioned on the outcome of an uncertain event, is an increasingly popular way for robots to act under uncertainty. In this work we take a game-theoretic perspective…

Games often incorporate random elements in the form of dice or shuffled card decks. This randomness is a key contributor to the player experience and the variety of game situations encountered. There is a tension between a level of…

人工智能 · 计算机科学 2025-03-05 James Goodman , Diego Perez-Liebana , Simon Lucas

Game-theoretical approach to the analysis of parallel algorithms is proposed. The approach is based on presentation of the parallel computing as a congestion game. In the game processes compete for resources such as core of a central…

分布式、并行与集群计算 · 计算机科学 2018-04-25 O. A. Malafeyev , S. A. Nemnyugin

This research introduces Procedural Artificial Narrative using Generative AI (PANGeA), a structured approach for leveraging large language models (LLMs), guided by a game designer's high-level criteria, to generate narrative content for…

人工智能 · 计算机科学 2024-07-11 Steph Buongiorno , Lawrence Jake Klinkert , Tanishq Chawla , Zixin Zhuang , Corey Clark

In the last decade, scenario-based serious-games have become a main tool for learning new skills and capabilities. An important factor in the development of such systems is the overhead in time, cost and human resources to manually create…

人工智能 · 计算机科学 2014-02-21 Sigal Sina , Sarit Kraus , Avi Rosenfeld

In game theory, mechanism design is concerned with the design of incentives so that a desired outcome of the game can be achieved. In this paper, we study the design of incentives so that a desirable equilibrium is obtained, for instance,…

计算机科学与博弈论 · 计算机科学 2021-06-21 Julian Gutierrez , Muhammad Najib , Giuseppe Perelli , Michael Wooldridge

Since the dawn of Trading Card Games, the genre has grown into a multi-billion-dollar industry engaging millions of analog and digital players worldwide. Popular TCGs rely on regular updates, balance adjustments, and rotating constraints to…

人工智能 · 计算机科学 2026-05-01 Johannes Pfau , Panagiotis Vrettis

In this paper, we present a novel approach using the Auto GPT system alongside Design Sprint methodology to facilitate board game creation for inexperienced users. We introduce the implementation of Auto GPT for generating diverse board…

人机交互 · 计算机科学 2023-12-25 Maya Grace Torii , Takahito Murakami , Yoichi Ochiai

This paper introduces a scoping review of 55 articles to explore GPT's potential for games, offering researchers a comprehensive understanding of the current applications and identifying both emerging trends and unexplored areas. We…

人机交互 · 计算机科学 2024-09-05 Daijin Yang , Erica Kleinman , Casper Harteveld

Game roles can be reflections of personas from a parallel world. In this paper, we propose a new style of game-play to bridge self-expression and role-playing: \emph{open role-playing games (ORPGs)}, where players are allowed to craft and…

人工智能 · 计算机科学 2025-03-10 Hongqiu Wu , Zekai Xu , Tianyang Xu , Shize Wei , Yan Wang , Jiale Hong , Weiqi Wu , Hai Zhao