This package includes code to segment trajectories of a multi-step demonstrated task. The tasks considered are those that can be defined as a sequence of goal-oriented sub-tasks. In this work, each sub-task is characterized by a a Dynamical System (DS) Motion Policy and an attractor (representing the policy goal) found inside each Action Proposi…
☆11Jul 28, 2022Updated 3 years ago
Alternatives and similar repositories for auto-ds-learning
Users that are interested in auto-ds-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Toolbox including several techniques for estimation of Globally Asymptotically Stable Dynamical Systems from demonstrations. It focuses o…☆38Sep 5, 2022Updated 3 years ago
- Virtual object based multi arm- two behavioral motion generator☆11Apr 16, 2019Updated 6 years ago
- ☆13Aug 11, 2025Updated 7 months ago
- learning task trajectories using Probabilistic Movement Primitives☆13Aug 11, 2017Updated 8 years ago
- [CoRL2023] Task Generalization with Stability Guarantees via Elastic Dynamical System Motion Policies☆11Oct 16, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- LASA Handwriting dataset for Python. https://www.epfl.ch/labs/lasa/code-datasets/☆17Feb 4, 2022Updated 4 years ago
- ROS1 implementation of Foundation Pose for model-based 6DoF pose tracking☆18Feb 7, 2025Updated last year
- Set of exercises accompanying the ICRA 2019 Tutorial on Dynamical System based Learning from Demonstration: https://epfl-lasa.github.io/T…☆67Mar 12, 2020Updated 6 years ago
- pyQpController is the proof of concept simulator attached to the paper: Impact-Friendly Robust Control Design with Task-Space Quadratic O…☆13Apr 13, 2022Updated 3 years ago
- Learning second order dynamical system☆12Feb 12, 2019Updated 7 years ago
- ☆12Feb 11, 2024Updated 2 years ago
- ☆37Nov 10, 2023Updated 2 years ago
- Interactive Learning of Stiffness and Attractors, IROS 2021☆27May 15, 2024Updated last year
- A collection of MATLAB tools and utilities☆13Jan 5, 2015Updated 11 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- haptic device Omega 3 ros driver☆18Oct 29, 2017Updated 8 years ago
- Code accompanying the paper: "Stable Motion Primitives via Imitation and Contrastive Learning" (T-RO).☆31Oct 13, 2023Updated 2 years ago
- Kernelized Movement Primitives (KMP)☆66Oct 27, 2022Updated 3 years ago
- Hierarchical task solver plug-in for dynamic-graph☆19Nov 24, 2025Updated 4 months ago
- Probabilistic Motion Primives library☆13Dec 14, 2022Updated 3 years ago
- ☆96Dec 3, 2024Updated last year
- Unsupervised Imitation Learning☆11Dec 3, 2017Updated 8 years ago
- PErception and Robotic Learning System v2☆12Mar 31, 2023Updated 2 years ago
- Image-based estimation of the heart ventricular volume using deep learning and Gaussian process☆11Feb 28, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Kinematic and dynamic models of continuum and articulated soft robots.☆16Nov 22, 2025Updated 4 months ago
- (In progress: see roadmap) Gaussian process implicit surface generation from manipulator contact measurements, for object modeling☆18Jan 13, 2021Updated 5 years ago
- This repo contains examples of using a Panda robot in combination with an external gripper.☆10Jun 7, 2019Updated 6 years ago
- HoleDetection, a program for detecting holes and computing their boundaries from the outer boundary detected Delaunay triangulation of a …☆10May 26, 2017Updated 8 years ago
- 人工智能与深度学习实战 - TensorFlow 篇(MD & Notebooks)☆13Nov 8, 2025Updated 4 months ago
- MATLAB Files for Dynamic Movement Primitives (DMP)☆10May 8, 2024Updated last year
- Arch Linux MATLAB PKGBUILD☆14Sep 25, 2022Updated 3 years ago
- Physically-consistent GMM fitting approach proposed by Figueroa, N. and Billard, A. (2018) "A Physically-Consistent Bayesian Non-Parametr…☆18Jul 22, 2022Updated 3 years ago
- This is the github repository for Equivariant Motion Manifold Primitives☆13May 1, 2024Updated last year
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Virtual Training Platform for Robot Learning☆10Jan 15, 2026Updated 2 months ago
- A simulation project on Dynamic Movement Primitive (DMP) , containing 1D numerical simulation, 2D learning from demonstration and 3D simu…☆12Feb 27, 2025Updated last year
- simple demos including: ur5 control in pybullet, virtual camera perception from end effector☆12Apr 12, 2021Updated 4 years ago
- Control interface built on top of franka_ros that allows controlling the franka robot arm in several joint and Cartesian space impedance …☆113Sep 2, 2022Updated 3 years ago
- 🧱 World leading open-source geometry engine in context of Implicit Surface Modelling, featuring sharp edges: Library for Geometric / Sol…☆29Feb 25, 2026Updated last month
- Learning and generalization on a navigation task of a wheeled robot☆12May 26, 2021Updated 4 years ago
- Kernelized Movement Primitives Python implementation☆15Oct 17, 2025Updated 5 months ago