xhxlab's repositories
control-and-system-book
textbook about control, robotics, system
-baihuaRL_pytorch
Pytorch for Deep Reinforcement Learning
AI-Job-Notes
AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）
baihuaRL_pytorch_notes
白话强化学习与PyTorch的学习笔记
Deep-Reinforcement-Learning-Algorithms-with-PyTorch
PyTorch implementations of deep reinforcement learning algorithms and environments
ReinforcemengLearningPractice
Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments
Solutions-of-Reinforcement-Learning-An-Introduction-Sutton-2nd
Solutions for Reinforcement Learning, An Introduction
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Battery_SOC_Estimation
Battery state of charge estimation using kalman filter in Matlab
CALCE
锂电池数据集 CALCE
code-of-learn-deep-learning-with-pytorch
This is code of book "Learn Deep Learning with PyTorch"
Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
DRL
Deep Reinforcement Learning
DRL_Robot-Arm
This is a project about robotic manipulation motion planning using deep reinforcement learning based on ROS and Gazebo simulation
grid-world_multi-agent
David Silver Course cases. Basic and extensiable grid world environment.
gym
A toolkit for developing and comparing reinforcement learning algorithms.
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）
Kaggle_House_Prices_Transformer_Pytorch
A light-weight transformer model for Kaggle House Prices Regression Competition
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
RLenv_puck-world
RL environment puckworld based on OpenAI Gym.
Self-Driving-Cars
Coursera Open Courses from University of Toronto
tensorlayer
Deep Learning and Reinforcement Learning Library for Scientists 🔥
tianshou
An elegant, flexible, and superfast PyTorch deep Reinforcement Learning platform.
train-robot-arm-from-scratch
Build environment and train a robot arm from scratch (Reinforcement Learning)
ultraopt
Distributed Asynchronous Hyperparameter Optimization better than HyperOpt. 比HyperOpt更强的分布式异步超参优化库。