Raphael Stolpe's starred repositories
mujoco_menagerie
A collection of high-quality models for the MuJoCo physics engine, curated by Google DeepMind.
covariance-reservoir
This repository contains basic scripts to generate and train models and synthetic data samples as analyzed in "Covariance-based information processing in reservoir computing systems", by S. Lawrie, R. Moreno-Bote and M. Gilson (https://doi.org/10.1101/2021.04.30.441789). Contributor: @MatthieuGilson
deepmind-research
This repository contains implementations and illustrative code to accompany DeepMind publications
geometry-dex
PyTorch Code for "Generalization in Dexterous Manipulation via Geometry-Aware Multi-Task Learning"
real_robots
Gym environments for Robots that learn to interact with the environment autonomously
Shoulder-Model-3D-V2
Dynamics of a Shoulder Model in 3D with 5DOFs and 24 Muscles
hyperbolic_nn
Source code for the paper "Hyperbolic Neural Networks", https://arxiv.org/abs/1805.09112
hyperbolic_cones
Source code for the ICML'18 paper "Hyperbolic Entailment Cones for Learning Hierarchical Embeddings", https://arxiv.org/abs/1804.01882
dm_alchemy
DeepMind Alchemy task environment: a meta-reinforcement learning benchmark
motion_imitation
Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"
computation-thru-dynamics
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.