论文标题
桥梁游戏中的黑匣子模型的构建和启发
Construction and Elicitation of a Black Box Model in the Game of Bridge
论文作者
论文摘要
我们解决了为桥梁游戏中特定招标情况建立决策模型的问题。我们提出以下多步方法i）为决策问题构建了一组示例，并使用模拟将决策与每个示例相关联II）使用监督的关系学习来构建准确且可读的模型III）进行域专家和数据科学家之间的联合分析，以改善学习语言，包括Andramade Model IV的专家IV的生产，建立一个更好的读取和精确的模型。
We address the problem of building a decision model for a specific bidding situation in the game of Bridge. We propose the following multi-step methodology i) Build a set of examples for the decision problem and use simulations to associate a decision to each example ii) Use supervised relational learning to build an accurate and readable model iii) Perform a joint analysis between domain experts and data scientists to improve the learning language, including the production by experts of a handmade model iv) Build a better, more readable and accurate model.
