whisht120's repositories
ARS
An implementation of the Augmented Random Search algorithm
Discount_as_Regularizer
Code for the paper "Discount Factor as a Regularizer in Reinforcement Learning" ICML 2020
IRL-Toolkit
IRL Toolkit developed by Sergey Levine (Taken from https://graphics.stanford.edu/projects/gpirl/)
learn500lines
500 Lines or Less
Python-100-Days
Python - 100天从新手到大师
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
Q-Learning-SARSA-Policy-and-Value-Iteration
Implementation of basic reinforcement learning algorithms (Q-learning, SARSA, Policy iteration and Value Iteration) on benchmark RL MDPs (GridWorld, SmallWorld and CliffWorld)
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
TD3
Author's PyTorch implementation of TD3 for OpenAI gym tasks
VFIToolkit-matlab
A Matlab Toolkit for Macroeconomic Models using Value Function Iteration