StoneT2000

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

resume.github.com

Resumes generated using the GitHub informations

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

acme

A library of reinforcement learning components and agents

awesome-tips

bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

mujoco_menagerie

A collection of high-quality models for the MuJoCo physics engine, curated by Google DeepMind.

envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

chex

rliable

[NeurIPS'21 Outstanding Paper] Library for reliable evaluation on RL and ML benchmarks, even with only a handful of seeds.

ManiSkill

SAPIEN Manipulation Skill Framework, a GPU parallelized robotics simulator and benchmark

distrax

salina

a Lightweight library for sequential learning agents, including reinforcement learning

lleaves

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

tdmpc

Code for "Temporal Difference Learning for Model Predictive Control"

glum

High performance Python GLMs with all the features!

DeepRLInTheWorld

From search engines, to science, to robotics, this reposity is meant to showcase the use of reinforcement learning in the world..

openrlbenchmark

ARM

Q-attention (within the ARM system) and coarse-to-fine Q-attention (within C2F-ARM system).

scikit.js

JavaScript package for predictive data analysis and machine learning

tabmat

Efficient matrix representations for working with tabular data

metamorph

Code for "MetaMorph: Learning Universal Controllers with Transformers", Gupta et al, ICLR 2022

Kaggle_Lux_AI_2021

alm

Simplifying Model-based RL: Learning Representations, Latent-space Models and Policies with One Objective

ManiSkill2-Learn

rl3d

[RA-L 2023 & IROS 2023] Visual Reinforcement Learning with Self-Supervised 3D Representations

sapai

Super auto pets engine built with reinforment learning training in mind

entity-factored-rl

Source code for the paper "Policy Architectures for Compositional Generalization in Control"

acm-ai-workshops

Repository of AI resources from workshops hosted by ACM AI at UCSD 🧠

jax-bandits

bandit algorithms in jax