PGKANG's repositories
nlp_course
YSDA course in Natural Language Processing
Super-mario-bros-PPO-pytorch
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
social-driving
Design multi-agent environments and simple reward functions such that social driving behavior emerges
Reinforcement_Learning_in_Python
Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa
Vehicles-Dispatch-Simulator
Context-Aware Taxi Dispatching at City-Scale Using Deep Reinforcement Learning
the-art-of-command-line
Master the command line, in one page
TensorFlow-Course
:satellite: Simple and ready-to-use tutorials for TensorFlow
My_Bibliography_for_Research_on_Autonomous_Driving
Personal notes about scientific and research works on "Decision-Making for Autonomous Driving"
leedeeprl-notes
李宏毅《深度强化学习》笔记，在线阅读地址：https://datawhalechina.github.io/leedeeprl-notes/
OI-wiki
:star2: Wiki of OI / ICPC for everyone. （某大型游戏线上攻略，内含炫酷算术魔法）
keras-rl
Deep Reinforcement Learning for Keras.
CEM-RL
Combining Evolutionary Algorithms and deep RL in various ways
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
interp-e2e-driving
Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning
CS-Notes
:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++
PathPlanning
Common used path planning algorithms with animations.
Python-100-Days
Python - 100天从新手到大师
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
EffectiveTensorflow
TensorFlow tutorials and best practices.
DeepRL
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
Deep_reinforcement_learning_Course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
awesome-CARLA
👉 CARLA resources such as tutorial, blog, code and etc https://github.com/carla-simulator/carla
PathFinding.js
A comprehensive path-finding library for grid based games
awesome-machine-learning
A curated list of awesome Machine Learning frameworks, libraries and software.
Awesome-pytorch-list-CNVersion
Awesome-pytorch-list 翻译工作进行中......
tianshou
An elegant, flexible, and superfast PyTorch deep reinforcement learning platform.
LeetCode-Go
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
spinningup
An educational resource to help anyone learn deep reinforcement learning.