Popular GitHub Repositories for Rainbow

Modularized Implementation of Deep RL Algorithms in PyTorch

TradeMaster is an open-source platform for quantitative trading empowered by reinforcement learning :fire: :zap: :rainbow:

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

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

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

? Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

A library for ready-made reinforcement learning agents and reusable components for neat prototyping

Machine Learning for Network Intrusion Detection & Misc Cyber Security Utilities

SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning

DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN

A collection of Deep Reinforcement Learning algorithms implemented with PyTorch to solve Atari games and classic control tasks like CartPole, LunarLander, and MountainCar.

Distributed Rainbow-IQN for Atari

TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x

High-quality implementations of deep reinforcement learning algorithms for experiments

Customisable Unified Physical Simulations (CUPS) for Reinforcement Learning. Experiments run on the ai2thor environment (http://ai2thor.allenai.org/) e.g. using A3C, RainbowDQN and A3C_GA (Gated Attention multi-modal fusion) for Task-Oriented Language Grounding (tasks specified by natural language instructions) e.g. "Pick up the Cup or else"

Graph-based Deep Q Network for Web Navigation

This Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.

SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control