trannguyenle95
Postdoctoral Researcher in Robotics & AI
Aalto University, School of Electrical EngineeringHelsinki, Finland
Pinned Repositories
arm-tutorial
Elfin robot controller package
bilbo_bag
BUDS
Bottom-Up Skill Discovery from Unsegmented Demonstrations for Long-Horizon Robot Manipulation (BUDS)
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.
defggcnn
deformable_object_grasping
This package provides a framework to automatically perform grasp tests on an arbitrary object model of choice.
Fast-3D-Pointcloud-Segmentation
Fast 3D point cloud segmentation using supervoxels with geometry and color for 3D scene understanding
franka_more_controllers
Developed controllers for Franka Robot such as: force controller, hybrid force-position controller
HumanRobotInteraction_with_AR
Control UR5 Robot with Augmented Reality using Hololens
sponge
trannguyenle95's Repositories
trannguyenle95/bilbo_bag
trannguyenle95/BUDS
Bottom-Up Skill Discovery from Unsegmented Demonstrations for Long-Horizon Robot Manipulation (BUDS)
trannguyenle95/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.
trannguyenle95/defggcnn
trannguyenle95/deformable_object_grasping
This package provides a framework to automatically perform grasp tests on an arbitrary object model of choice.
trannguyenle95/deoxys_control
A modular, real-time controller library for Franka Emika Panda robots
trannguyenle95/fairo
A modular embodied agent architecture and platform for building embodied agents
trannguyenle95/Fast-3D-Pointcloud-Segmentation
Fast 3D point cloud segmentation using supervoxels with geometry and color for 3D scene understanding
trannguyenle95/FluidLab
[ICLR 2023] FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation
trannguyenle95/sponge
trannguyenle95/franka_experiments
Source files for the summer internship project on pHRI
trannguyenle95/Generalized-SNS
Repository for the implementation of motion control algorithms for kinematically redundant robots under generalized hard inequality constraints.
trannguyenle95/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.
trannguyenle95/Incubators
O2/CO2 incubators for cell culture
trannguyenle95/ipalm_dataset
trannguyenle95/KinfuROS
trannguyenle95/ml_ops
AWS MLOps and intergrations workshop
trannguyenle95/mvp_grasp
Multi-Viewpoint Picking (ICRA 2019)
trannguyenle95/ndcf_envs
Sim. Environments for Neural Contact Field Development
trannguyenle95/online_gp
Code repo for "Kernel Interpolation for Scalable Online Gaussian Processes"
trannguyenle95/point-cloud-utils
A Python library for common tasks on 3D point clouds
trannguyenle95/probabilisticfriction
trannguyenle95/Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
trannguyenle95/Reinforcement-Learning-2nd-Edition-by-Sutton-Exercise-Solutions
Solutions of Reinforcement Learning, An Introduction
trannguyenle95/screwmpc-experiments
trannguyenle95/sgd-gmm
trannguyenle95/tactile-in-hand
trannguyenle95/universal_manipulation_interface
Universal Manipulation Interface: In-The-Wild Robot Teaching Without In-The-Wild Robots
trannguyenle95/variational-gmm
Implementation of Streaming Classification of Variable Stars paper
trannguyenle95/visp_ros
A basket of generic ros nodes based on ViSP library. Visual servoing for robots.