Reinforcement Learning List |强化学习资料索引

Overview

Case Study

• 2019-Trade and Invest Smarter — The Reinforcement Learning Way: A deep dive into TensorTrade — the Python framework for trading and investing using deep reinforcement learning

Tutorial

• 2018-Introduction to Various Reinforcement Learning Algorithms.: Q-Learning, SARSA, DQN, DDPG

• 2018-k-armed Bandit Problem: To begin, we should note that bandit problems are a subset of tabular solution methods.

• 2018-Simple Reinforcement learning tutorials: In these tutorials for reinforcement learning, it covers from the basic RL algorithms to advanced algorithms developed recent years.

• 2018-An introduction to Reinforcement Learning: Reinforcement learning is an important type of Machine Learning where an agent learn how to behave in a environment by performing actions and seeing the results.