DeepMind Control Suite (DMCS)

该数据集是一个广泛认可的强化学习测试平台，提供了专为连续控制任务设计的复杂环境。每个环境均提供了默认的奖励信号，同时，为了便于复现，所有的原始数据图、超参数、源代码以及任务演示视频也都一一俱全。该数据集包含了十个复杂程度不同的环境，旨在应对强化学习中的连续控制任务。

This dataset is a widely recognized reinforcement learning testbed that provides complex environments specifically designed for continuous control tasks. Each environment comes with a default reward signal. Moreover, all original data plots, hyperparameters, source code, and task demonstration videos are fully provided to ensure reproducibility. This dataset includes ten environments with varying levels of complexity, targeting continuous control tasks in reinforcement learning.