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We identify the task of measuring data to quantitatively characterize the composition of machine learning data and datasets. Similar to an object's height, width, and volume, data measurements quantify different attributes of data along…

Lipman et al. [ACM Transactions on Graphics 29 (3) (2010), 1--11] introduced the concept of biharmonic distance to measure the distances between pairs of points on a 3D surface. Biharmonic distance has some advantages over resistance…

组合数学 · 数学 2022-09-08 Yulong Wei , Rong-hua Li , Weihua Yang

From the beginning if the history of AI, there has been interest in games as a platform of research. As the field developed, human-level competence in complex games became a target researchers worked to reach. Only relatively recently has…

人工智能 · 计算机科学 2019-08-30 Rodrigo Canaan , Christoph Salge , Julian Togelius , Andy Nealen

With increasing interest in procedural content generation by academia and game developers alike, it is vital that different approaches can be compared fairly. However, evaluating procedurally generated video game levels is often difficult,…

人工智能 · 计算机科学 2024-10-28 Michael Beukman , Steven James , Christopher Cleghorn

In Model-Based Design of Cyber-Physical Systems (CPS), it is often desirable to develop several models of varying fidelity. Models of different fidelity levels can enable mathematical analysis of the model, control synthesis, faster…

系统与控制 · 计算机科学 2014-06-03 Houssam Abbas , Bardh Hoxha , Georgios Fainekos , Jyotirmoy V. Deshmukh , James Kapinski , Koichi Ueda

-Much work has been devoted to the computational complexity of games. However, they are not necessarily relevant for estimating the complexity in human terms. Therefore, human-centered measures have been proposed, e.g. the depth. This paper…

计算机科学与博弈论 · 计算机科学 2015-11-09 Marie-Liesse Cauwet , Olivier Teytaud , Hua-Min Liang , Shi-Jim Yen , Hung-Hsuan Lin , I-Chen Wu , Tristan Cazenave , Abdallah Saffidine

High calorie intake in the human body on the one hand, has proved harmful in numerous occasions leading to several diseases and on the other hand, a standard amount of calorie intake has been deemed essential by dieticians to maintain the…

计算机与社会 · 计算机科学 2015-03-24 Pallavi Kuhad , Abdulsalam Yassine , Shervin Shirmohammadi

This letter employs differential game theory to address the defense problem of a circular target area with perception constraints, involving a single defender and a single attacker. The defender is restricted to moving along the perimeter,…

最优化与控制 · 数学 2025-09-16 Xinyi Zhu , Jiali Wang , Yang Tang , Fangfei Li , Yan Zhu

This paper considers a reach-avoid differential game in three-dimensional space with four equal-speed players. A plane divides the game space into a play subspace and a goal subspace. The evader aims at entering the goal subspace while…

最优化与控制 · 数学 2019-04-08 Rui Yan , Zongying Shi , Yisheng Zhong

We set up a model for reasoning about metric spaces with belief theoretic measures. The uncertainty in these spaces stems from both probability and metric. To represent both aspect of uncertainty, we choose an expected distance function as…

人工智能 · 计算机科学 2012-07-02 Seunghwan Lee

This survey comprehensively reviews the multi-dimensionality of game scenario diversity, spotlighting the innovative use of procedural content generation and other fields as cornerstones for enriching player experiences through diverse game…

人工智能 · 计算机科学 2025-01-17 Yuchen Li , Ziqi Wang , Qingquan Zhang , Bo Yuan , Jialin Liu

The cognitive framework of conceptual spaces [3] provides geometric means for representing knowledge. A conceptual space is a high-dimensional space whose dimensions are partitioned into so-called domains. Within each domain, the Euclidean…

人工智能 · 计算机科学 2017-09-25 Lucas Bechberger

This paper is about similarity between objects that can be represented as points in metric measure spaces. A metric measure space is a metric space that is also equipped with a measure. For example, a network with distances between its…

离散数学 · 计算机科学 2020-11-03 Evgeny Dantsin , Alexander Wolpert

Distance games are games played on graphs in which the players alternately colour vertices, and which vertices can be coloured only depends on the distance to previously coloured vertices. The polynomial profile encodes the number of…

组合数学 · 数学 2021-11-19 Svenja Huntemann , Lexi A. Nash

This work briefly explores the possibility of approximating spatial distance (alternatively, similarity) between data points using the Isolation Forest method envisioned for outlier detection. The logic is similar to that of isolation: the…

机器学习 · 统计学 2019-11-26 David Cortes

We provide several tests to determine whether a game is a potential game or whether it is a zero-sum equivalent game---a game which is strategically equivalent to a zero-sum game in the same way that a potential game is strategically…

计算机科学与博弈论 · 计算机科学 2020-02-25 Sung-Ha Hwang , Luc Rey-Bellet

This paper contributes a new way to evaluate AI. Much as one might evaluate a machine in terms of its performance at chess, this approach involves evaluating a machine in terms of its performance at a game called "MAD Chairs". At the time…

计算机与社会 · 计算机科学 2025-09-08 Chris Santos-Lang

Increasing user engagement is constant challenge for Intelligent Tutoring Systems researchers. A current trend in the ITS field is to increase engagement of proven learning systems by integrating them within games, or adding in game like…

计算机科学与博弈论 · 计算机科学 2010-09-14 Kyle B Dempsey , G. Tanner Jackson , Justin F. Brunelle , Michael Rowe , Danielle S. McNamara

We present a definition of the distance between probability distributions. Our definition is based on the $L_1$ norm on space of probability measures. We compare our distance with the well-known Kullback-Leibler divergence and with the…

广义相对论与量子宇宙学 · 物理学 2008-11-26 Robert J. Budzyński , Witold Kondracki , Andrzej Królak

Distance measuring is a very important task in digital geometry and digital image processing. Due to our natural approach to geometry we think of the set of points that are equally far from a given point as a Euclidean circle. Using the…

度量几何 · 数学 2010-06-18 Janos Farkas , Szabolcs Bajak , Benedek Nagy