FinRL®: Financial Reinforcement Learning. 🔥

Repo for the Deep Reinforcement Learning Nanodegree program

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

For trading. Please star.

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

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

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

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

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

A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

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

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

Python library for Reinforcement Learning.

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

Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

Build and run AI agents using Docker Compose. A collection of ready-to-use examples for orchestrating open-source LLMs, tools, and agent runtimes.

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

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

An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES