Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games最新文献

Modular Reinforcement Learning architectures for artificially intelligent agents in complex game environments 复杂游戏环境中人工智能代理的模块化强化学习架构

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games Pub Date : 2010-09-30 DOI: 10.1109/ITW.2010.5593329

Christopher J. Hanna, R. Hickey, D. Charles, Michaela M. Black

引用次数: 8

Partial observability during predictions of the opponent's movements in an RTS game 在RTS游戏中预测对手移动的部分可观察性

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games Pub Date : 2010-09-30 DOI: 10.1109/ITW.2010.5593374

S. Butler, Y. Demiris

引用次数: 10

Introducing time in emotional behavior networks 在情绪行为网络中引入时间

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games Pub Date : 2010-09-30 DOI: 10.1109/ITW.2010.5593342

Anja Johansson, Pierangelo Dell'Acqua

引用次数: 4

Reactive planning idioms for multi-scale game AI 多尺度游戏AI的反应性计划习惯用法

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games Pub Date : 2010-09-30 DOI: 10.1109/ITW.2010.5593363

B. Weber, Peter A. Mawhorter, Michael Mateas, A. Jhala

引用次数: 63

Analyzing the Evolution of Social Groups in World of Warcraft® 《魔兽世界》中社会群体的演化分析

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games Pub Date : 2010-09-30 DOI: 10.1109/ITW.2010.5593358

Christian Thurau, C. Bauckhage

引用次数: 70

Characterizing player's experience from physiological signals using fuzzy decision trees 利用模糊决策树从生理信号中描述玩家体验

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games Pub Date : 2010-09-30 DOI: 10.1109/ITW.2010.5593370

Florent Levillain, J. Orero, M. Rifqi, B. Bouchon-Meunier

引用次数: 24

Overtaking opponents with blocking strategies using fuzzy logic 用模糊逻辑的阻挡策略超越对手

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games Pub Date : 2010-09-30 DOI: 10.1109/ITW.2010.5593364

E. Onieva, L. Cardamone, D. Loiacono, P. Lanzi

{"title":"Overtaking opponents with blocking strategies using fuzzy logic","authors":"E. Onieva, L. Cardamone, D. Loiacono, P. Lanzi","doi":"10.1109/ITW.2010.5593364","DOIUrl":"https://doi.org/10.1109/ITW.2010.5593364","url":null,"abstract":"In car racing, blocking refers to maneuvers that can prevent, disturb or possibly block an overtaking action by an incoming car. In this paper, we present an advanced overtaking behavior that is able to deal with opponents implementing advanced blocking strategies. The behavior we developed has been integrated in an existing fuzzy-based architecture for driving simulated cars and tested using The Open Car Racing Simulator (TORCS). We compared a driver implementing our overtaking strategy against six of the bots available in the TORCS distribution and simplix, a state-of-the-art bot which won the 2009 TORCS Endurance World Championship. The comparison was carried out against opponents implementing three blocking strategies of increasing difficulty. The results we present show that our strategy can overtake the opponent car in all the considered scenarios. In contrast, all the other bots can complete the overtaking maneuvers in only less than 40% of the cases. Our strategy is slightly more risky than others and may result in limited rear and lateral damage. Other more cautious drivers receive almost no damage, however they can overtake only around 30% of the cases.","PeriodicalId":394649,"journal":{"name":"Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2010-09-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131833478","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 21

Learning the track and planning ahead in a car racing controller 在赛车控制器中学习赛道和提前计划

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games Pub Date : 2010-09-30 DOI: 10.1109/ITW.2010.5593327

Jan Quadflieg, M. Preuss, Oliver Kramer, G. Rudolph

引用次数: 38

Ghost direction detection and other innovations for Ms. Pac-Man 《吃豆女士》的幽灵方向检测和其他创新

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games Pub Date : 2010-09-30 DOI: 10.1109/ITW.2010.5593320

N. Bell, Xinghong Fang, Rory Hughes, G. Kendall, Edward O'Reilly, Shenghui Qiu

引用次数: 12

Using Markov decision theory to provide a fair challenge in a roll-and-move board game 使用马尔可夫决策理论提供一个公平的挑战，在滚动和移动棋盘游戏

Proceedings of the 2010 IEEE Conference on Computational Intelligence and Games Pub Date : 2010-09-30 DOI: 10.1109/ITW.2010.5593380

É. Beaudry, Francis Bisson, S. Chamberland, F. Kabanza

引用次数: 8