jinjunqi

Ad-papers

Papers on Computational Advertising

AlphaZero_Gomoku

An implementation of the AlphaZero algorithm for Gomoku (also called Gobang or Five in a Row)

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

DeepMind-Atari-Deep-Q-Learner

The original code from the DeepMind article + my tweaks

Horizon

A platform for Applied Reinforcement Learning (Applied RL)

learning-from-human-preferences

Reproduction of OpenAI and DeepMind's "Deep Reinforcement Learning from Human Preferences"

maddpg

Implementation of Multi-Agent Deep Deterministic Policy Gradients

MicroMachine

Starcraft 2 Bot

minigo

An open-source implementation of the AlphaGoZero algorithm

multiagent-particle-envs

pysc2

StarCraft II Learning Environment

pysc2-examples

StarCraft II - pysc2 Deep Reinforcement Learning Examples

pysc2-tutorial

Tutorials for building a PySC2 bot

reaver-pysc2

Reaver: StarCraft II Deep Reinforcement Learning Agent. Modular DRL framework. Works with Gym, Atari, and MuJoCo as well.

reinforcement-learning

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

rlb-dp

Real-Time Bidding by Reinforcement Learning in Display Advertising

RocAlphaGo

An independent, student-led replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search" (Nature 529, 484-489, 28 Jan 2016), details of which can be found on their website https://deepmind.com/publications.html.

sc2ai

StanfordTFlearn

learn tensorflow based on Stanford CS 20SI: Tensorflow for Deep Learning Research

tensorflow

Computation using data flow graphs for scalable machine learning

vimrc