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awesome-rl

Reinforcement learning resources curated

book-mathmatical-foundation-of-reinforcement-learning

This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."

chaos

Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video

deepflux

DeepFlux for Skeletons in the wild (CVPR 2019)

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

drl-code-pytorch

Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

latex-cookbook

LaTeX论文写作教程 (中文版)

lcvx

Lossless convexification new results (mixed-integer problems)

linuxtools_rst

Linux工具快速教程

machine_learning_hw

mae4060

Code for Cornell MAE4060/5065 - Introduction to Spaceflight Mechanics

mars-ascent-vehicle-convex-optimal-control

pic

ppo

PPO implementation for OpenAI gym environment based on Unity ML Agents

primal-dual-interior-point-solver

quantum

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

rlpack

A pack of reinforcement learning algorithms.

scpp

Implementation of SCvx, linear MPC and LQR for trajectory generation and tracking

scptoolbox.jl

Sequential Convex Programming Toolbox for nonconvex trajectory optimization.

successive-convexification

The implementation of 《Successive Convexification for 6-DoF Mars Rocket Powered Landing with Free-Final-Time》

successiveconvexification

Implementation of "Successive Convexification for 6-DoF Mars Rocket Powered Landing with Free-Final-Time" by Szmuk and Ackimese

ustc-courses

:heart:**科学技术大学计算机学院课程资源备份，最新的请查看--->

y2f

YALMIP to FORCESPRO interface