FinRL: Financial Reinforcement Learning. 🔥

Repo for the Deep Reinforcement Learning Nanodegree program

For trading. Please star.

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version

Scalable, event-driven, deep-learning-friendly backtesting library

[파이썬과 케라스로 배우는 강화학습] 예제

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例

ns3-gym - The Playground for Reinforcement Learning in Networking Research

Collection of Deep Reinforcement Learning algorithms

Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.