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AI4Finance-Foundation/FinRL

FinRL is a financial reinforcement learning library that helps developers build AI-driven trading agents.

14.1K
Active
Jupyter Notebook
Agents & Orchestration
PyTorch
#algorithmic-trading#deep-reinforcement-learning#fintech

udacity/deep-reinforcement-learning

This is a repository for the Udacity Deep Reinforcement Learning Nanodegree program, focusing on deep reinforcement learning algorithms and techniques.

5.1K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
PyTorch
#deep-reinforcement-learning#openai-gym#reinforcement-learning-algorithms

datamllab/rlcard

A Python library that provides reinforcement learning algorithms and environments for various card games

3.4K
Archived
Python
Agents & Orchestration
API Frameworks
#reinforcement-learning#game-ai#game-bot

AminHP/gym-anytrading

An OpenAI Gym-based trading environment for developing and testing AI-driven trading algorithms.

2.4K
Archived
Python
Reinforcement Learning
API Frameworks
Python
#trading#reinforcement-learning#gym

pathak22/noreward-rl

This TensorFlow code implements a curiosity-driven exploration algorithm for deep reinforcement learning.

1.5K
Archived
Python
Reinforcement Learning
API Frameworks
TensorFlow
#curiosity#deep-learning#deep-reinforcement-learning

vietnh1009/Super-mario-bros-PPO-pytorch

A PyTorch implementation of the Proximal Policy Optimization (PPO) algorithm for training an AI agent to play Super Mario Bros.

1.3K
Archived
Python
Reinforcement Learning
Game AI
PyTorch
#reinforcement-learning#ai-gaming#super-mario

vmayoral/basic_reinforcement_learning

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

1.2K
Archived
Jupyter Notebook
Reinforcement Learning
Tutorials & Courses
#artificial-intelligence#deep-learning#neural-networks

araffin/rl-baselines-zoo

A collection of pre-trained reinforcement learning agents with training and hyperparameter optimization tools.

1.2K
Archived
Python
Reinforcement Learning
CLI Tools
OpenAI Gym
#reinforcement-learning#hyperparameter-tuning#gym

robotlearning123/awesome-isaac-gym

A curated collection of resources for the NVIDIA Isaac Gym framework, a reinforcement learning and robotics platform.

1.1K
Active
Python
Reinforcement Learning
Robotics
Python
#isaac-gym#reinforcement-learning#robotics

nicrusso7/rex-gym

An open-source framework for building simulated quadruped robots in the OpenAI Gym environment using Python.

1.1K
Archived
Python
Reinforcement Learning
Robotics
Python
#robotics#quadruped#openai-gym

Kismuz/btgym

Scalable, event-driven, deep-learning-friendly backtesting library for algorithmic trading strategies

1.0K
Archived
Python
Reinforcement Learning
API Frameworks
TensorFlow
#algorithmic-trading#backtesting#deep-reinforcement-learning

ZhiqingXiao/rl-book

This repository provides a comprehensive guide and implementation for reinforcement learning algorithms in Python.

1.0K
Stable
HTML
Reinforcement Learning
Books & Guides
Python
#reinforcement-learning#deep-reinforcement-learning#gym

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