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amathislab

amathislab/Kinesis

Kinesis是基于强化学习的无模型模仿学习框架,用于生成符合生理特征的肌肉骨骼运动控制策略。支持高达290块肌肉的复杂模型,应用于足球点球等下游任务,并生成与人类肌电图相关的数据。

amathislab/Kinesis

技术栈

根目录 python

测试

pytest
查看全部依赖 (27)

依赖

NumPy Pandas PyOpenGL chumpy clip easydict gym gym-notices gymnasium h5py hydra-core importlib_resources ipdb joblib lxml matplotlib mujoco numpy-stl omegaconf scikit-learn scipy sk-video smplx termcolor tqdm wandb warp-lang

截图

./assets/kit/walk_forward.gif
./assets/kit/turn_in_place.gif
./assets/t2m/t2m_backwards.gif
./assets/t2m/t2m_left.gif
./assets/high_level/soccer.gif
./assets/emg.png

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