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學習算法

  • OpenSpiel provides a library of environments and algorithms for research in reinforcement learning and game theoretic planning.
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    What is OpenSpiel?
    OpenSpiel is a research framework that provides a wide range of environments (from simple matrix games to complex board games such as Chess, Go, and Poker) and implements various reinforcement learning and search algorithms (e.g., value iteration, policy gradient methods, MCTS). Its modular C++ core and Python bindings allow users to plug in custom algorithms, define new games, and compare performance across standard benchmarks. Designed for extensibility, it supports single and multi-agent settings, enabling study of cooperative and competitive scenarios. Researchers leverage OpenSpiel to prototype algorithms quickly, run large-scale experiments, and share reproducible code.
  • Pega's AI Agent automates customer interactions and enhances operational efficiency.
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    What is Pega Systems?
    Pega's AI Agent integrates advanced machine learning algorithms to streamline customer service processes. It can autonomously respond to customer inquiries, analyze user data, and provide tailored solutions, reducing wait times and enhancing overall service quality. This AI Agent also learns from past interactions to continuously improve its performance and accuracy, enabling businesses to scale their operations while maintaining high levels of customer satisfaction.
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