VTPRL Simulation Environment
收藏arXiv2025-09-30 收录
下载链接:
https://github.com/tum-i6/VTPRL
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资源简介:
该数据集提供了一个模拟环境,用于训练强化学习智能体完成使用机械臂进行伸展和平衡的任务。此外,数据集还包括了随机的关节扭矩,并在观察中融入了随机噪声,以提高智能体的鲁棒性。在预训练阶段,每个批次包含64个剧集。该任务旨在通过强化学习实现机器人控制。
This dataset provides a simulated environment for training reinforcement learning agents to perform reaching and balancing tasks with a robotic arm. Additionally, the dataset includes random joint torques and incorporates random noise into observations to enhance the robustness of the agents. During the pre-training phase, each batch contains 64 episodes. This task aims to achieve robotic control through reinforcement learning.
提供机构:
TUM I6



