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lzyue's Projects

amp_for_hardware icon amp_for_hardware

Code for "Adversarial Motion Priors Make Good Substitutes for Complex Reward Functions"

calipso.jl icon calipso.jl

Conic Augmented Lagrangian Interior-Point SOlver

candlelight_fw icon candlelight_fw

gs_usb compatible firmware for candleLight, cantact and canable

cassie_alip_mpc icon cassie_alip_mpc

This repository provides an implementation of a bipedal locomotion controller, described in the paper Terrain-Adaptive, ALIP-Based Bipedal Locomotion Controller via Model Predictive Control and Virtual Constraints(pdf)(arXiv). The controller has two components: (1) an Angular Momentum Linear Inverted Pendulum (ALIP)-based Model Predictive Control (MPC) foot placement planner and (2) a gait controller which takes the foot placement solution as an input. This controller enables improved stability for walking on a variety of sloped and textured terrains. The controller is implemented on the Agility Robotics Cassie Robot.

cassie_description icon cassie_description

Package containing MATLAB and C++ model files for a compliant model of the Cassie biped.

choreonoid icon choreonoid

An integrated graphical robotics application framework including a simulator, a motion editor, etc.

crocoddyl icon crocoddyl

Crocoddyl is an optimal control library for robot control under contact sequence. Its solver is based on various efficient Differential Dynamic Programming (DDP)-like algorithms

deeprl icon deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

deeprl-tutorials icon deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

humanoid-gym icon humanoid-gym

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

jade icon jade

C++ implementation of adaptive differential evolution optimization algorithm JADE

legged_control icon legged_control

(Modified to Free-Dog-SDK) Nonlinear MPC and WBC framework for legged robot based on OCS2 and ros-controls

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