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Reinforcement Learning

Reinforcement learning (RL), is enabling exciting advancements in self-driving vehicles, natural language processing, automated supply chain management, financial investment software, and more. This program provides the theoretical framework and practical applications you need to solve big problems.

Participant Takeaways:
– Understand the basic principles of RL and learn when RL can be applied to your business problem and how to pose the problem for obtaining maximum gains from RL
– Improve the performance of supervised learning systems by fine-tuning with RL methods
– Understand how to use popular Deep RL algorithms such as DQN and PPO
– Learn techniques for applying Deep RL methods to practical problems when it is impossible to collect large amounts of data