DaomingLyu's repositories
pyCirclize
Circular visualization in Python (Circos Plot, Chord Diagram)
highway-env
A minimalist environment for decision-making in autonomous driving
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
DeepReinforcementLearning-1
A replica of the AlphaZero methodology for deep reinforcement learning in Python
awesome-monte-carlo-tree-search-papers
A curated list of Monte Carlo tree search papers with implementations.
alpha-zero-general
A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4
RRL
supplementary code for paper "Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming"
PyTorch_Tutorial
《Pytorch模型训练实用教程》中配套代码
pytorch-optimizer
torch-optimizer -- collection of optimizers for Pytorch
AlphaZero-In-Unity
Several board game AI, which are trained based on AlphaZero, used in a Unity game.
tutorials
PyTorch tutorials.
AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
RocAlphaGo
An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.
SRVRPG
Stochastic Recursive Variance Reduced Policy Gradient
ProxHSPGA
A Hybrid Proximal Stochastic Policy Gradient Algorithm (ProxHSPGA) to solve composite optimization problems in reinforcement learning.
homework
Assignments for CS294-112.
deeplearning-models
A collection of various deep learning architectures, models, and tips
pytorch-rl
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
td-reg
TD-Regularized Actor-Critic Methods
Optimizer-PyTorch
Package of Optimizer implemented with PyTorch .
Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
keras-adabound
Keras implementation of AdaBound
pytorch-Deep-Learning-Minicourse
Minicourse in Deep Learning with PyTorch