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malib_deprecated

A Multi-agent Learning Framework

mava

A library of multi-agent reinforcement learning components and systems

mp-dqn

Source code for the dissertation: "Multi-Pass Deep Q-Networks for Reinforcement Learning with Parameterised Action Spaces"

new-pac

nietzsche

on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

optimize-neural-network

This is an algorithm of optimizing a neural network (NN) with Augmented Lagrange Multiplier method (ALMNN) in case of a lack of training samples

p-dqn

Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space

pderl

Code for "Proximal Distilled Evolutionary Reinforcement Learning", accepted at AAAI 2020

pymarl

Python Multi-Agent Reinforcement Learning framework

python

All Algorithms implemented in Python

pytorch-drl

PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

r2d2

An Implementation of Recurrent Experience Replay in Distributed Reinforcement Learning (Kapturowski et al. 2019) in PyTorch and Ray

randmatrixmatlab

simple MATLAB code for randomized matrix computation

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

reinforcement_leanring

在这个仓库里，我会放一些与我博客相关的强化学习相关的代码。

rl_learning

rl_tutorial

Tutorial for Reinforcement Learning

rlsilde

Some notes about reinforce learning.

roboschool

DEPRECATED: Open-source software for robot simulation, integrated with OpenAI Gym.

robot_tutorials

smac

SMAC: The StarCraft Multi-Agent Challenge

starcraft

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

stein-variational-gradient-descent

code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

t-gcn

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

tensorflow-rl

Implementations of deep RL papers and random experimentation

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

test1

tianshou

An elegant PyTorch deep reinforcement learning library.

uav-ahu

Knowledge distillation, drone delivery system, street photography, identification and matching