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Luca Grillotti's Projects

brax icon brax

Massively parallel rigidbody physics simulation on accelerator hardware.

choreographer icon choreographer

[ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to efficiently coordinate and adapt the skills to solve downstream tasks.

derl icon derl

Code for "Embodied Intelligence via Learning and Evolution", Gupta et al, Nature Communications

gym icon gym

A toolkit for developing and comparing reinforcement learning algorithms.

nn2 icon nn2

**Sferes2 module** generic toolbox for evolving neural networks

numpy_ars icon numpy_ars

A 150-lines python code for Augmented Random Search (https://arxiv.org/abs/1803.07055) with numpy.

qdax icon qdax

Accelerated Quality-Diversity

qdgym icon qdgym

Repository for the QDgym code. A framework for Quality Diversity optimization benchmark tasks based OpenAI Gym.

sferes2 icon sferes2

A lightweight, generic C++11 framework for evolutionary computation

stable-baselines icon stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

vicon_bridge icon vicon_bridge

This is a driver providing data from VICON motion capture systems. It is based on the vicon_mocap package from the starmac stacks. Additionally, it can handle multiple subjects / segments and allows to calibrate an origin of the vehicle(s) as this is somehow tedious with the VICON Tracker.

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