aidanscannell / mogpe
Mixtures of Gaussian Process Experts in GPflow/TensorFlow
☆11Updated 2 years ago
Alternatives and similar repositories for mogpe:
Users that are interested in mogpe are comparing it to the libraries listed below
- Companion code for RSS 2020 paper: "Active Preference-Based Gaussian Process Regression for Reward Learning"☆40Updated 10 months ago
- ☆11Updated 7 years ago
- ☆14Updated 6 years ago
- Streaming sparse Gaussian process approximations☆62Updated 2 years ago
- This is the code repository for the DuSt-MPC paper, published at Robotics: Science and Systems (RSS) 2021.☆24Updated 3 years ago
- ☆15Updated 3 years ago
- Pytorch implementation of Model Predictive Control with learned models☆30Updated 4 years ago
- Gaussian Online Processes for Python☆15Updated last month
- Sparse Spectrum Gaussian Process Regression☆21Updated 4 years ago
- PyTorch implementation of "Learning Stable Deep Dynamics Models" (https://papers.nips.cc/paper/9292-learning-stable-deep-dynamics-models)…☆16Updated 4 years ago
- Batch and incremental Sparse Spectrum Gaussian Process for Regression☆10Updated 3 years ago
- Code for the paper "Control Barriers in Bayesian Learning of System Dynamics"☆26Updated 2 years ago
- stochastic recursive Gaussian Process (SRGP)☆20Updated 4 years ago
- WIP implementation of Probabilistic Differential Dynamic Programming in PyTorch☆15Updated 6 months ago
- Stable Gaussian Process based Tracking Control of Euler-Lagrange Systems☆13Updated 5 years ago
- Pytorch Implementation of Deep Kalman Filter☆9Updated 2 years ago
- Model-based Control using Koopman Operators☆51Updated 4 years ago
- IIB Master's Project: Deep Learning for Koopman Optimal Predictive Control☆44Updated 4 years ago
- Automatic Tuning for Data-driven Model Predictive Control☆62Updated last year
- DyNODE: Neural Ordinary Differential Equations for Dynamics Modeling in Continuous Control☆22Updated 4 years ago
- Implementation of robust adaptive control methods for the linear quadratic regulator☆38Updated 3 years ago
- ☆21Updated 6 years ago
- An MPC algorithm which supports polytopic state and action constraints, using CEM optimisation.☆13Updated 5 years ago
- Source code for "Deep Variational Koopman Models: Inferring Koopman Observations for Uncertainty-Aware Dynamics Modeling and Control" fro…☆37Updated 5 years ago
- Cross Entropy Method implemented in pytorch☆36Updated 2 years ago
- ☆26Updated 2 years ago
- Online variational GPs☆31Updated last year
- Matlab source code for the SONIG algorithm: Sparse Online Noisy-Input Gaussian process regression.☆28Updated 7 years ago
- Safe Exploration with MPC and Gaussian process models☆90Updated 4 years ago
- Deep Gaussian Process for Inverse Reinforcement Learning☆33Updated 7 years ago