Pinned Repositories
4_Room_World_Environment
This repository provides a simulation of 4-Room-World environment.
AI-blog
Accompanying repository for Let's make a DQN / A3C series.
AlphaZero_Gomoku
An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
cs231n.github.io
Public facing notes page
Deep-Reinforcement-Learning-for-Dynamic-Spectrum-Access
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
Deep-RL-Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
DeepDoom
Capstone Project: Navigating 3D Environments Visually Using Distilled Hierarchical Deep Q-Networks
DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
tutorials
机器学习相关教程
Laojiang012's Repositories
Laojiang012/taxi
Hierarchical Online Planning and Reinforcement Learning on Taxi
Laojiang012/wrighteaglebase
WrightEagle Base Code for RoboCup Soccer Simulation 2D
Laojiang012/DRL
An Implementation of Hierarchical Option Model with Energy Regularisation
Laojiang012/rl_atari_pytorch
ReinforcementLearning Learn Play Atari Using DDPG and LSTM.
Laojiang012/DeepDoom
Capstone Project: Navigating 3D Environments Visually Using Distilled Hierarchical Deep Q-Networks
Laojiang012/dqn
Lua/Torch implementation of DQN (Nature, 2015)
Laojiang012/HierarchicalRL
Option Learning using PCCA+