Q-TextWorld

该数据集提供了一个基于文本的代理环境，允许代理查询外部知识以帮助解决任务。在此环境中，采用随机实体生成的剧集训练方式，以防止记忆化问题。该数据集的规模涉及多个任务，具有动态实体生成特性，其核心任务是进行具备外部知识查询功能的强化学习。

This dataset provides a text-based agent environment that enables agents to query external knowledge to assist with task solving. In this environment, episode training with randomly generated entities is adopted to mitigate memorization issues. The dataset covers multiple tasks and features dynamic entity generation, with its core task centering on reinforcement learning equipped with external knowledge query capabilities.