KnotGym

该数据集名为KnotGym，是一个专注于复杂空间推理与操作交互式环境，其中包含了一系列以目标为导向的绳子操作任务，这些任务的难度各不相同。KnotGym设计了一个清晰且可量化的复杂性轴线，该轴线基于结点的交叉数量，并支持可扩展的开发，以适应不同的强化学习方法。其规模根据任务复杂性和结点交叉的数量而变化，任务包括解结、系结以及在不同结点交叉情况下进行转换等多种绳子操作任务。

The dataset, named KnotGym, is an interactive environment dedicated to complex spatial reasoning and rope manipulation. It encompasses a range of goal-directed rope manipulation tasks with varying levels of difficulty. KnotGym features a clear, quantifiable complexity axis rooted in the number of knot crossings, and supports scalable development to accommodate different reinforcement learning approaches. The scale of the dataset varies based on task complexity and the number of knot crossings, with tasks including untying knots, tying knots, and transitioning across diverse knot crossing scenarios, alongside other rope manipulation operations.