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This chapter, along with the competitive football game (The Google Football Game) on the platform as a case study, introduces the specific application of reinforcement learning in practice. Firstly it introduces the Competition Task, then introduces Environment Introduction, Evaluation Metrics, and finally introduces the Champion Solution (the reinforcement learning agent TiZero designed for the Google Football Game. Through the design of the TiZero agent, readers can understand how to solve a reinforcement learning task from scratch).

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Reinforcement Learning: Practical Part

  • 章节

  • 发表日期：

    2026年

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  • Kele Xu

摘要

This chapter, along with the competitive football game (The Google Football Game) on the platform as a case study, introduces the specific application of reinforcement learning in practice. Firstly it introduces the Competition Task, then introduces Environment Introduction, Evaluation Metrics, and finally introduces the Champion Solution (the reinforcement learning agent TiZero designed for the Google Football Game. Through the design of the TiZero agent, readers can understand how to solve a reinforcement learning task from scratch).