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/

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

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)

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

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

Autonomous Navigation of UAV using Reinforcement Learning algorithms.

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

Master Thesis: Limit order placement with Reinforcement Learning