dianalyx's repositories
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.
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)
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
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
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
Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
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