遇见数据集

DynamicEnv

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arXiv2025-09-30 收录
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该数据集旨在创建一个环境,其中机器人必须达到一个目标,而在达到当前目标后,下一个目标将会被随机生成。此外,该环境在目标生成过程中引入了随机性,从而增加了任务的复杂性。规模上,这是一个在受控环境中的单个机器人。任务方面,主要是针对导航的强化学习。

This dataset is designed to construct an environment where a robot is required to reach a specified goal. Upon completing the current goal, a new target will be randomly generated. Additionally, randomness is incorporated into the goal generation pipeline to enhance the complexity of the task. In terms of scale, this framework contains only a single robot operating within a controlled environment. As for the task, it primarily centers on reinforcement learning for robotic navigation.

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Safety Gym
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