DouDizhu AI Training Data

该数据集为斗地主AI的训练数据集，包含了多种游戏状态、动作以及奖励信息，这些都是用来提升AI学习过程的必要元素。此外，该数据集还用于评估AI模型的表现，使用的评估指标包括胜率和平均分差。该数据集的规模涉及多个回合的锦标赛，任务旨在对斗地主AI进行训练和评估。

This dataset is a training dataset for Dou Dizhu AI. It includes various game states, actions, and reward information, all of which are critical elements for enhancing the AI's learning process. Additionally, this dataset can be used to evaluate the performance of AI models, with the adopted evaluation metrics covering win rate and average score difference. The dataset covers tournament data spanning multiple rounds, and its core objective is to train and evaluate Dou Dizhu AI.

搜集汇总

背景与挑战

背景概述

该数据集是'Doudizhu_plus'项目的代码库，基于DouZero库进行修改，包含对手建模、教练网络、组合和叫牌等模块的代码实现，用于斗地主AI系统的训练和测试。