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pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch-tutorial-1

Build your neural network easy and fast

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

qplex

randwirenn

Implementation of: "Exploring Randomly Wired Neural Networks for Image Recognition"

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

reinforcement-learning-from-hierarchical-critics

Reinforcement Learning from Hierarchical Critics

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

reversi-alpha-zero

Reversi reinforcement learning by AlphaGo Zero methods.

rl-implementation-impala

A Test-Implementation of the IMPALA algorithm (by deepmind 2018)

rl-papers

papers about reinforcement learning

rode

Codes accompanying the paper "RODE: Learning Roles to Decompose Multi-Agent Tasks (ICLR 2021, https://arxiv.org/abs/2010.01523). RODE is a scalable role-based multi-agent learning method which effectively discovers roles based on joint action space decomposition according to action effects, establishing a new state of the art on the StarCraft multi-agent benchmark.

roma

Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)

s2client-api

StarCraft II Client - C++ library supported on Windows, Linux and Mac designed for building scripted bots and research using the SC2API.

s2client-proto

StarCraft II Client - protocol definitions used to communicate with StarCraft II.

sc2aibot

Implementing reinforcement-learning algorithms for pysc2 -environment

sc2reader

A python library that extracts data from various Starcraft II resources to power tools and services for the SC2 community. Who doesn't want to hack on the games they play?

shadowsocks-windows

If you want to keep a secret, you must also hide it from yourself.

smac

SMAC: The StarCraft Multi-Agent Challenge

smac3

Sequential Model-based Algorithm Configuration

smac_plus

An open source benchmark for Multi Agent Reinforcement Learning

smacv2

spiking-neural-network

Pure python implementation of SNN

spiking-neural-network-1

Design an supervised algorithm based on Tempotron to number recognition.

spikingneuralnetwork

A python implementation of a spiking neural network with STDP and Reinforcement learning methods

spinningup

An educational resource to help anyone learn deep reinforcement learning.

starcraft

Implementations of QMIX, VDN, COMA, QTRAN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

starcraft-ai

Reinforcement Learning and Transfer Learning based StarCraft Micromanagement

starcraft_ubuntu

Contains StarCraft I and II installation folders to be used with PYMARL