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martain-liu's Projects

altro-cpp icon altro-cpp

A non-linear trajectory optimization library developed by Optimus Ride, Inc. This library implements a C++ version of the original open-source ALTRO solver developed by the Robotic Exploration Lab at Stanford and Carnegie Mellon Universities, also available open-source as an official Julia package.

awesome-isaac-gym icon awesome-isaac-gym

A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources

drl-code-pytorch icon drl-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

himloco icon himloco

[arXiv 2023] Hybrid Internal Model: A Simple and Efficient Learner for Agile Legged Locomotion

hkd-mpc icon hkd-mpc

A nonlinear MPC framework for agile and versatile quadruped locomotion

hpipm-cpp icon hpipm-cpp

C++ interface for hpipm, a high-performance interior point MPC solver

humanoid-gym icon humanoid-gym

Humanoid-Gym: Reinforcement Learning for Humanoid Robot with Zero-Shot Sim2Real Transfer https://arxiv.org/abs/2404.05695

hunter_bipedal_control icon hunter_bipedal_control

An open source bipedal robot control framework, based on non-linear MPC and WBC, tailered for EC-hunter80-v01 bipedal robot.

legged_control icon legged_control

Nonlinear MPC and WBC framework for legged robot based on OCS2 and ros-controls

lerobot icon lerobot

🤗 LeRobot: State-of-the-art Machine Learning for Real-World Robotics in Pytorch

ocs2 icon ocs2

Optimal Control for Switched Systems

optimtraj icon optimtraj

A trajectory optimization library for Matlab

orcagym icon orcagym

phase-based Observations, Rewards, Coupling Ablation

rf-mpc icon rf-mpc

Representation-Free Model Predictive Control for Dynamic Quadruped

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