dianalyx

Cylinder2DFlowControlGeneral

Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

CS234-Reinforcement-Learning-Winter-2019

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

cvxpylayers

Differentiable convex optimization layers

Cylinder2DFlowControlDRL

code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning

Deep-Reinforcement-Learning-Algorithm-Collection

Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.

Deep-Reinforcement-Learning-Hands-On

Hands-on Deep Reinforcement Learning, published by Packt

deep_rl

PyTorch implementations of Deep Reinforcement Learning algorithms (DQN, DDQN, A2C, VPG, TRPO, PPO, DDPG, TD3, SAC, SAC-AEA)

DragGAN

Code for DragGAN (SIGGRAPH 2023)

gym

A toolkit for developing and comparing reinforcement learning algorithms.

human-level-control-through-deep-reinforcement-learning

A jax/stax implementation of: Mnih, V., Kavukcuoglu, K., Silver, D., Rusu, A.A., Veness, J., Bellemare, M.G., Graves, A., Riedmiller, M., Fidjeland, A.K., Ostrovski, G. and Petersen, S., 2015. Human-level control through deep reinforcement learning. nature, 518(7540), pp.529-533.

ICM-PPO-implementation

Proximal Policy Optimization(PPO) with Intrinsic Curiosity Module(ICM) on Pyramid env, Unity ML

introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

policy_based_RL

The implement of the policy gradient RL algorithm with pytorch

PPO-Implementation-Deep-Dive

PyTorch-Tutorial

Build your neural network easy and fast, 莫烦Python中文教学

reinforcement-learning

A collection of various concepts described in the book Reinforcement Learning - An Introduction

Reinforcement-Learning-DQN-Pendulum-v0-

revisiting-ppo

RigidMultiblobsWall

Multiblob method for rigid bodies

RL3linkFish

Learning to swim in potential flow via reinforcement learning

robust-nn-control

Enforcing robust control guarantees within neural network policies

smarties

Lightweight and scalable framework for Reinforcement Learning

Tensorflow-Tutorial

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

TicTacToeEnv

tutorials

PyTorch tutorials.

word-embedding-creation

A project to create your very own word embeddings

Youtube-Code-Repository

Repository for most of the code from my YouTube channel

yuexinliu.github.io