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The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well a…

Jupyter Notebook 687 101 Updated Nov 29, 2023

demo for pytorch-distributed

Python 4 1 Updated Feb 9, 2022
Verilog 1 Updated May 23, 2024

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

Python 4,110 870 Updated Mar 24, 2023

A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-part-1-4-613dfc1b14c8.

Python 860 125 Updated Oct 1, 2024

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

Python 1,884 362 Updated Jul 9, 2024

PPO x Family DRL Tutorial Course(决策智能入门级公开课:8节课帮你盘清算法理论,理顺代码逻辑,玩转决策AI应用实践 )

Python 2,078 181 Updated May 15, 2024