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Teguh Santoso Lembono's Projects

anymal_trotting icon anymal_trotting

This repository contains the codes for building the memory of motion used in MEMMO project.

bayes_comp icon bayes_comp

MATH-435 Bayesian Computation Course (http://edu.epfl.ch/coursebook/fr/bayesian-computation-MATH-435)

covid-19 icon covid-19

Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE

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

docker-loco3d icon docker-loco3d

Discussions relative to the docker for the generation of motion data using Loco3D pipeline.

iterative_lqr icon iterative_lqr

Simple repository containing the basic Iterative LQR algorithm

learning_distribution_gan icon learning_distribution_gan

Repository for the paper "Generative Adversarial Network to Learn Valid Distributions of Robot Configurations for Inverse Kinematics and Constrained Motion Planning"

memory_of_motion icon memory_of_motion

Repository containing the codes for the ICRA paper "Learning How to Walk: Warm-starting Optimal Control Solver with Memory of Motion" by Lembono, T. S. and Mastalli, C. and Fernbach, P. and Mansard, N. and Calinon, S.

optml_course icon optml_course

EPFL Course - Optimization for Machine Learning - CS-439

pb_utils icon pb_utils

Library for utility functions (visualization, forward kinematics, etc.) in pybullet

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