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👋 Welcome to @Renforce Dynamics

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Precision Robotics × Deep Reinforcement Learning · Team Lead: @ZiangZheng · THU

We build adaptive, deployable motion intelligence for real-world robots.
Reinforcement Learning × Control × Hardware, with a focus on
manipulation, whole-body behaviors, and Sim2Real deployment. Details in 🌐 Website 💬 Discussion

Contact us & Community

📬 Mail: ziang_zheng@foxmail.com 💬 Wechat: interval_package

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One More Thing

🚀 Open Positions — Join Us

Roles

  • RL Intern
  • Robotics Engineer Intern
  • Motion Planning Engineer

We are continuously looking for motivated students and engineers passionate about learning-based control and real-world robotic systems.

Feel free to contact~ 📬 Mail: ziang_zheng@foxmail.com

🌟 Awesome Repositories We Build
Repository Description Stars
beyondAMP Advanced motion priors and AMP-style policy learning framework
trackerLab High-performance motion tracking and control utilities
genesislab Isaaclab but on genesis! Fast and simple
MultiModalWBC Multi-modal whole-body control framework
IsaacNPC Character and behavior control in Isaac-based simulation
soccerWeber Humanoid soccer behavior learning framework
soccerLab Experimental research platform for robot soccer
assetslib Shared robotics assets and configuration library
robotlib Core robotics utilities and reusable system components

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  1. beyondAMP beyondAMP Public

    beyondAMP provides a unified pipeline to integrate Adversarial Motion Priors (AMP) into any IsaacLab robot setup, with minimal modifications and full compatibility with custom robot designs.

    Python 218 14

  2. trackerLab trackerLab Public

    TrackerLab is a cutting-edge modular framework for humanoid motion retargeting, trajectory tracking, and skill-level control, built on top of IsaacLab.

    Python 236 13

  3. genesislab genesislab Public

    A lightweight robotics RL framework built on Genesis with IsaacLab-aligned APIs, enabling fast task development and easy migration from existing IsaacLab environments.

    Python 86 5

  4. MultiModalWBC MultiModalWBC Public

    MultiModalWBC is a fully open-source, IsaacLab-based framework for multi-modal whole-body control, designed for motion imitation, motion tracking, and task-conditioned control in legged robots. The…

    Python 146 9

  5. soccerLab soccerLab Public

    SoccerLab is a specialized extension built on the NVIDIA IsaacLab framework, designed for developing, training, and deploying advanced control strategies for legged robots in a dynamic, multi-agent…

    Python 18

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