Recent techniques for analyzing sports precisely has stimulated various approaches to improve player performance and fan engagement. However, existing approaches are only able to evaluate offline performance since testing in real-time matches requires exhaustive costs and cannot be replicated. To test in a safe and reproducible simulator, we focus on turn-based sports and introduce a badminton environment by simulating rallies with different angles of view and designing the states, actions, and training procedures. This benefits not only coaches and players by simulating past matches for tactic investigation, but also researchers from rapidly evaluating their novel algorithms.
翻译:最近的体育分析技术精确地刺激了各种提高玩家表现和粉丝参与的方法。然而,现有方法只能评估离线性能,因为实时匹配测试需要穷尽的成本,无法复制。 要在安全和可复制的模拟器中测试,我们关注以转机为基础的运动,通过以不同角度模拟集会和设计州、行动和培训程序来引入羽毛球环境。 这不仅通过模拟以往战术调查的匹配而使教练和玩家受益,而且通过快速评估其新奇算法的研究人员也受益。