Popular GitHub Repositories for Q Learning

强化学习中文教程（蘑菇书?），在线阅读地址：https://datawhalechina.github.io/easy-rl/

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

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

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

Stock Trading Bot using Deep Q-Learning

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.

Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind

playing idealized trading games with deep reinforcement learning

Play Google Chrome's T-rex game with TensorFlow

Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"

A deep reinforcement learning bot that plays tetris

A deep learning library to provide algs in pure Numpy or Tensorflow.

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51

A framework for multi-agent reinforcement learning.

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

Autonomous Navigation of UAV using Reinforcement Learning algorithms.

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

Using tabular and deep reinforcement learning methods to infer optimal market making strategies

Master Thesis: Limit order placement with Reinforcement Learning