In this paper, we implement three state-of-art continuous reinforcement learning algorithms, Deep Deterministic Policy Gradient (DDPG), Proximal Policy Optimization (PPO) and Policy Gradient (PG)in portfolio management.

Repo for the Deep Reinforcement Learning Nanodegree program

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

中文整理的强化学习资料（Reinforcement Learning）

Simple Reinforcement learning tutorials

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.