Reinforcement Learning in Finance - Siddharth Subramanian

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Name: Siddharth Subramanian
Topic: Reinforcement Learning in Finance

With the advent of Deep Learning being applied on a wide variety of problems from Finance to Healthcare, the developments happening in the Reinforcement Learning domain largely remain untouched as a research-based one and have seen little applications in real-world problems.

How does RL actually work and how can it be applied in the financial world such as Trading and managing portfolio? How can the agent and reward-based concepts be defined for any particular statement given business problem.

This talk assumes you have some familiarity in statistics and machine learning concepts & some basic idea in finance

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