fmeier / local_gaussian_regressionLinks
☆11Updated 7 years ago
Alternatives and similar repositories for local_gaussian_regression
Users that are interested in local_gaussian_regression are comparing it to the libraries listed below
Sorting:
- ☆24Updated 4 years ago
- Automatic Tuning for Data-driven Model Predictive Control☆67Updated 2 years ago
- Mixtures of Gaussian Process Experts in GPflow/TensorFlow☆11Updated 3 years ago
- Code for the paper "Control Barriers in Bayesian Learning of System Dynamics"☆28Updated 2 years ago
- Model-based Control using Koopman Operators☆51Updated 5 years ago
- ☆56Updated 3 years ago
- Pytorch implementation of Model Predictive Control with learned models☆30Updated 4 years ago
- This is the code repository for the DuSt-MPC paper, published at Robotics: Science and Systems (RSS) 2021.☆27Updated 4 years ago
- Implementation of Stochastic Gaussian Process Motion Planning algorithm, IROS 2022.☆18Updated last year
- Companion code for RSS 2020 paper: "Active Preference-Based Gaussian Process Regression for Reward Learning"☆39Updated last year
- Stable Gaussian Process based Tracking Control of Euler-Lagrange Systems☆13Updated 5 years ago
- Code accompanying the paper: "Stable Motion Primitives via Imitation and Contrastive Learning" (T-RO).☆27Updated last year
- Robot Controls Course Project☆61Updated 3 years ago
- Sampling based Model Predictive Control package for Model-Based RL research☆55Updated 4 years ago
- Implementations of the iLQR algorithm☆33Updated 8 years ago
- WIP implementation of Probabilistic Differential Dynamic Programming in PyTorch☆15Updated last year
- Automatic Tuning for Data-driven Model Predictive Control☆45Updated 2 years ago
- Examples shown in class and recitation from AA203: Optimal and Learning-Based Control.☆52Updated 4 months ago
- ☆16Updated 3 years ago
- Code needed to reproduce the examples found in "Learning Control Barrier Functions from Expert Demonstrations," by A. Robey, H. Hu, L. Li…☆71Updated 2 years ago
- Cross Entropy Method implemented in pytorch☆38Updated 3 years ago
- Model Predictive Actor-Critic Reinforcement Learning☆64Updated 3 years ago
- ☆21Updated 7 years ago
- ☆56Updated 4 years ago
- This package contains a dynamic obstacle avoidance algorithm for concave and convex obstacles as developped in [1].☆67Updated 2 years ago
- Adaptive control-oriented meta-learning for nonlinear systems☆65Updated 4 years ago
- Path planning from STL (Signal Temporal Logic) specifications☆55Updated 2 years ago
- A python implementation for PILCO algorithm for a robotic arm - tested on mujoco robotics environment☆12Updated 5 years ago
- Input Inference for Control (i2c), a control-as-inference framework for optimal control☆25Updated last year
- Code for our RSS'21 paper: "Hamiltonian-based Neural ODE Networks on the SE(3) Manifold For Dynamics Learning and Control"☆44Updated 2 years ago