This letter proposes a categorization matrix to analyze the playing style of a computer game player for a shooting game genre. Our aim is to use human-centered modeling as a strategy for adaptive games based on entert...This letter proposes a categorization matrix to analyze the playing style of a computer game player for a shooting game genre. Our aim is to use human-centered modeling as a strategy for adaptive games based on entertainment measure to evaluate the playing experience. We utilized a self-organizing map (SOM) to cluster the player's style with the data obtained while playing the game. We further argued that style-based adaptation contributes to higher enjoyment, and this is reflected in our experiment using a supervised multilayered perceptron (MLP) network.展开更多
In this article,the authors investigate and derive adaptive strategies for the pursuit-evasion problem where both players lack knowledge of the opponent's cost function parameters,which has rarely been investigate...In this article,the authors investigate and derive adaptive strategies for the pursuit-evasion problem where both players lack knowledge of the opponent's cost function parameters,which has rarely been investigated in the existing literature.To address this challenge,the authors consider a basic information structure that assumes that the evader will use an adaptive learning algorithm to estimate the unknown parameters and update its adaptive strategy piecewise,whereas the pursuer will adopt a strategy based on the opponent's choices at each time instant.By employing methods of diminishing excitation and random switching,the authors establish certain excitation conditions for signals of the closed-loop game system to ensure the strong consistency of the parameter estimates.Moreover,the authors demonstrate that the adaptive game system can asymptotically reach the Nash equilibrium,which is the same equilibrium achieved in pursuit-evasion games when all game parameters are known.展开更多
Since Beijing and Zhangjiakou in neighboring Hebei Province won the bid to host the 2022 Winter Olympics,the entire country has become increasingly enthusiastic about winter sports.Skiing and skating are popular winte...Since Beijing and Zhangjiakou in neighboring Hebei Province won the bid to host the 2022 Winter Olympics,the entire country has become increasingly enthusiastic about winter sports.Skiing and skating are popular winter activities while lesser-known games such as curling and ice hockey have also become familiar to sports lovers.展开更多
基金supported by the Soongsil University Research Fundthe Information Technology Research Center (ITRC) Support Program of the Ministry of Knowledge Economy (MKE), Korea
文摘This letter proposes a categorization matrix to analyze the playing style of a computer game player for a shooting game genre. Our aim is to use human-centered modeling as a strategy for adaptive games based on entertainment measure to evaluate the playing experience. We utilized a self-organizing map (SOM) to cluster the player's style with the data obtained while playing the game. We further argued that style-based adaptation contributes to higher enjoyment, and this is reflected in our experiment using a supervised multilayered perceptron (MLP) network.
基金supported by the National Natural Science Foundational of China under Grant No.12288201。
文摘In this article,the authors investigate and derive adaptive strategies for the pursuit-evasion problem where both players lack knowledge of the opponent's cost function parameters,which has rarely been investigated in the existing literature.To address this challenge,the authors consider a basic information structure that assumes that the evader will use an adaptive learning algorithm to estimate the unknown parameters and update its adaptive strategy piecewise,whereas the pursuer will adopt a strategy based on the opponent's choices at each time instant.By employing methods of diminishing excitation and random switching,the authors establish certain excitation conditions for signals of the closed-loop game system to ensure the strong consistency of the parameter estimates.Moreover,the authors demonstrate that the adaptive game system can asymptotically reach the Nash equilibrium,which is the same equilibrium achieved in pursuit-evasion games when all game parameters are known.
文摘Since Beijing and Zhangjiakou in neighboring Hebei Province won the bid to host the 2022 Winter Olympics,the entire country has become increasingly enthusiastic about winter sports.Skiing and skating are popular winter activities while lesser-known games such as curling and ice hockey have also become familiar to sports lovers.
