Comparative analysis of extensive form zero sum game algorithms for Poker like games

Scientific Reports, Год журнала: 2025, Номер 15(1)

Опубликована: Янв. 23, 2025

The resolution of extensive-form zero-sum games is a fundamental challenge in computational game theory, addressed through various algorithms, each with unique strengths and limitations. This paper presents comprehensive comparison leading using Poker-like as benchmarks to assess their performance. For algorithm, optimal parameters were identified, evaluations conducted based on exploitability, average utility, iterations per second, convergence speed, scalability. evaluation process comprised three stages. First, algorithms tested two-player variants Kuhn, Leduc, Royal Poker. Second, the scalability Kuhn Poker algorithm was examined by extending it five players. Finally, speed across all systematically compared. findings reveal significant trade-offs performance distinctions, providing practical guidance for selecting suited specific applications. work advances field enhancing algorithmic understanding, refining methodologies, offering valuable insights into relative efficiency strategies multi-agent competitive environments.

Язык: Английский

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A Cluster Chaotic Optimization for solving power loss and voltage profiles problems on electrical distribution networks

Knowledge-Based Systems, Год журнала: 2025, Номер unknown, С. 113145 - 113145

Опубликована: Фев. 1, 2025

Язык: Английский

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The improvement of the distributed computing efficiency in cloud–fog environments using data mining and metaheuristic algorithms

The Journal of Supercomputing, Год журнала: 2025, Номер 81(4)

Опубликована: Фев. 16, 2025

Язык: Английский

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Time-varying elite sand cat optimisation algorithms for engineering design and feature selection

Expert Systems with Applications, Год журнала: 2025, Номер unknown, С. 127026 - 127026

Опубликована: Март 1, 2025

Язык: Английский

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An Intelligent Recurrent Neural Network Driven Secured Routing Protocol for Vehicular Ad Hoc Networks

Knowledge-Based Systems, Год журнала: 2025, Номер unknown, С. 113371 - 113371

Опубликована: Март 1, 2025

Язык: Английский

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Harnessing the sun: Framework for development and performance evaluation of AI-driven solar tracker for optimal energy harvesting

Energy Conversion and Management X, Год журнала: 2025, Номер unknown, С. 100990 - 100990

Опубликована: Март 1, 2025

Язык: Английский

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A user preference prediction model based on the chaos of cognitive system for product form

Advanced Engineering Informatics, Год журнала: 2025, Номер 65, С. 103294 - 103294

Опубликована: Март 29, 2025

Язык: Английский

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A hybrid machine learning approach using particle swarm optimization for cardiac arrhythmia classification

International Journal of Cardiology, Год журнала: 2025, Номер unknown, С. 133266 - 133266

Опубликована: Апрель 1, 2025

Язык: Английский

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Three stage based reinforcement learning for combining multiple metaheuristic algorithms

Swarm and Evolutionary Computation, Год журнала: 2025, Номер 95, С. 101935 - 101935

Опубликована: Апрель 14, 2025

Язык: Английский

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An opinion leader selection in social networks using hybrid amended salp swarm and improved grey wolf optimizer algorithms

International Journal of Data Science and Analytics, Год журнала: 2025, Номер unknown

Опубликована: Апрель 22, 2025

Язык: Английский

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