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Nguyen Le Ngoc Tran's Projects

buds icon buds

Bottom-Up Skill Discovery from Unsegmented Demonstrations for Long-Horizon Robot Manipulation (BUDS)

d2l-en icon d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

deoxys_control icon deoxys_control

A modular, real-time controller library for Franka Emika Panda robots

fairo icon fairo

A modular embodied agent architecture and platform for building embodied agents

fluidlab icon fluidlab

[ICLR 2023] FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation

generalized-sns icon generalized-sns

Repository for the implementation of motion control algorithms for kinematically redundant robots under generalized hard inequality constraints.

gmm-vrd icon gmm-vrd

Algorithms proposed in the following paper: Oliveira, Gustavo HFM, Leandro L. Minku, and Adriano LI Oliveira. "GMM-VRD: A Gaussian Mixture Model for Dealing With Virtual and Real Concept Drifts." 2019 International Joint Conference on Neural Networks (IJCNN). IEEE, 2019.

libfranka icon libfranka

C++ library for Franka Emika research robots

ml_ops icon ml_ops

AWS MLOps and intergrations workshop

ndcf_envs icon ndcf_envs

Sim. Environments for Neural Contact Field Development

online_gp icon online_gp

Code repo for "Kernel Interpolation for Scalable Online Gaussian Processes"

pmtk3 icon pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

reinforcement-learning icon reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

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