Isaac Gym Benchmark Tasks
收藏arXiv2025-09-30 收录
下载链接:
https://github.com/Improbable-AI/pql
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资源简介:
该数据集为强化学习提供了一系列基准任务,包括蚂蚁、人形、ANYmal、Shadow Hand、Allegro Hand以及Franka立方体堆叠等。此外,还包含了两个附加任务:一个是基于视觉的球平衡任务,另一个是使用DClaw Hand的富含接触的灵巧操作任务。该数据集规模宏大,拥有数万个并行环境,旨在推动强化学习任务的发展。
This dataset provides a suite of benchmark tasks for reinforcement learning, including Ant, Humanoid, ANYmal, Shadow Hand, Allegro Hand, and Franka Cube Stacking, among others. Additionally, it includes two supplementary tasks: one is a vision-based ball balancing task, and the other is a contact-rich dexterous manipulation task using the DClaw Hand. This dataset has a large scale with tens of thousands of parallel environments, aiming to advance the development of reinforcement learning tasks.
提供机构:
Isaac Gym



