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llexge's Projects

kalman-and-bayesian-filters-in-python icon kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

kindr icon kindr

Kinematics and Dynamics for Robotics

legged_control icon legged_control

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

mujoco icon mujoco

Multi-Joint dynamics with Contact. A general purpose physics simulator.

ocs2 icon ocs2

Optimal Control for Switched Systems

pronto icon pronto

Pronto - Legged Robot State Estimator - libraries, ROS wrapper and messages

towr icon towr

A light-weight, Eigen-based C++ library for trajectory optimization for legged robots.

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