Reinforcement Learning for Trading

In the final course from the Machine Learning for Trading specialization, you will be introduced to reinforcement learning (RL) and the benefits of using reinforcement learning in trading strategies. You will learn how RL has been integrated with neural networks and review LSTMs and how they can be applied to time series data. By the end of the course, you will be able to build trading strategies using reinforcement learning, differentiate between actor-based policies and value-based policies, a

• Understand reinforcement learning strategies structure and techniques
• Identify benefits of reinforcement learning over other methods
• Describe steps to develop and test RL trading strategies
• Explain methods to optimize RL trading strategies