Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

Modular Reinforcement Learning (RL) library (implemented in PyTorch, JAX, and NVIDIA Warp) with support for Gymnasium/Gym, NVIDIA Isaac Lab, Brax and other environments

GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)

The Simple Simulator: Simulation Made Simple

MetaDE is a GPU-accelerated evolutionary framework that optimizes Differential Evolution (DE) strategies via meta-level evolution. Supporting both JAX and PyTorch, it dynamically adapts mutation and crossover strategies for efficient large-scale black-box optimization.

Walkthroughs for DSL, AirSim, the Vector Institute, and more

a modular reinforcement learning library with JAX agents

GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.

An implementation of Short Horizon Actor Critic writen in Jax. Core algorithm written in the style of Brax, with several bits taken from Xu's original paper.

Brax Viewer is a real-time, interactive web viewer for monitoring reinforcement learning (RL) policies

💡 Grasp - Pick-and-place with a robotic hand 👨🏻‍💻

Reinforcement learning in pure JAX.

Simple implementations of Cartesian Genetic Programming (CGP) and Linear Genetic Programming (LGP) in JAX

Relentlessly learning, persistently failing, but never surrendering.

[ICML 2024] Official environments and JAX-implementations for "Subequivariant Reinforcement Learning in 3D Multi-Entity Physical Environments"

Procedural Environment Generation for Accelerated Multi-Agent Reinforcement Learning

Learning to Generalize towards Unseen Domains via a Content-Aware Style Invariant Framework for Disease Detection from Chest X-rays

Course-Routine Builder similar to PrePreReg and USIS/Connect Unlocked (We know a hundred such similar projects exist, but here's our one)

🚀 Benchmark GPU and CPU performance accurately across diverse hardware using PyTorch and TensorFlow, generating metrics and dashboards for optimization.

CGPA Calculator for BRACU (We know a hundred of these exist, but here's our one)