nalgae73 Goto Github PK

ac-ppo

Actor-Critic and openAI clipped PPO in gym cartpole-v0 and pendulum-v0 environment

alpha-zero

Minimal AlphaZero in PyTorch, trained on Connect4 on a 6x6 board.

alphazero

alphazero-ultimate-tictactoe

An AlphaZero Implementation of Ultimate Tic-Tac-Toe (with GUI) (since my Git LFS is out of quota, I have to push them without the commits)

alphazerosimple

The absolute most basic example of AlphaZero and Monte Carlo Tree Search I could come up with

drl-code-pytorch

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

ppo-continuous-pytorch

A clean and robust Pytorch implementation of PPO on continuous action space.

ppo-for-beginners

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.

ppo-implementation-details

The source code for the blog post The 37 Implementation Details of Proximal Policy Optimization

ppo_continuous

Most Simple, Works Well

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reversi_with_simple_alphazero

rl

RL algorithm implementations from scratch.

smtm

It's a game to get money

sutton-and-barto-reinforcement-learning-an-introduction

Codes and solutions to exercises from the book Introduction to Reinforcement Learning by Sutton and Barto

sutton-and-barto-reinforcement_learning_an_introduction

Summary (in Korean) and python implementation of 'Reinforcement Learning: An Introduction' written by Sutton & Barto

ultimate_tic-tac-toe_alphazero-in-keras

I used the AlphaZero algorithm to make a bot that plays ultimate tic-tac-toe.