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

Reinforcement Learning for Portfolio Management

Multiple implementations for abstractive text summurization , using google colab

Arnold - DOOM Agent

Grokking Deep Reinforcement Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep 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..

Exercise Solutions for Reinforcement Learning: An Introduction [2nd Edition]

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Succinct Machine Learning algorithm implementations from scratch in Python, solving real-world problems (Notebooks and Book). Examples of Logistic Regression, Linear Regression, Decision Trees, K-means clustering, Sentiment Analysis, Recommender Systems, Neural Networks and Reinforcement Learning.

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

Stock Trading Bot using Deep Q-Learning

Awesome Artificial Intelligence Projects

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

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

60_Days_RL_Challenge中文版

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

MIT DeepTraffic top 2% solution (75.01 mph) 🚗.