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Zhigen Zhao's Projects

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

downward icon downward

The Fast Downward domain-independent classical planning system

gtsam icon gtsam

GTSAM is a library of C++ classes that implement smoothing and mapping (SAM) in robotics and vision, using factor graphs and Bayes networks as the underlying computing paradigm rather than sparse matrices.

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

higher icon higher

higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual training steps.

isaaclab icon isaaclab

Unified framework for robot learning built on NVIDIA Isaac Sim

nfancurve icon nfancurve

A small and lightweight POSIX script for using a custom fan curve in Linux for those with an Nvidia GPU.

ocs2 icon ocs2

Optimal Control for Switched Systems

pyperplan icon pyperplan

A lightweight STRIPS planner written in Python.

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

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