Dr. Yves J. Hilpisch

Dr. Yves J. Hilpisch

The AI Quant | CEO The Python Quants & The AI Machine | Adjunct Professor of Computational Finance

    Dr. Yves J. Hilpisch is founder and CEO of The Python Quants (http://tpq.io), a group focusing on the use of open source technologies for financial data science, artificial intelligence, algorithmic trading, and computational finance. He is also founder and CEO of The AI Machine (http://aimachine.io), a company focused on AI-powered algorithmic trading based on a proprietary strategy execution platform. Yves has a Diploma in Business Administration, a Ph.D. in Mathematical Finance and is Adjunct Professor for Computational Finance at Miami Herbert Business School.

    All Sessions by Dr. Yves J. Hilpisch

    Training Europe 06/22/2024

    Reinforcement Learning for Finance

    Ai for Finance | Intermediate

    Reinforcement Learning and related algorithms, such as Deep Q-Learning (DQL), have led to major breakthroughs in different fields. DQL, for example, is at the core of the AIs developed by DeepMind that achieved superhuman levels in such complex games as Chess, Shogi, and Go ("AlphaGo", "AlphaZero"). Reinforcement Learning can also be beneficially applied to typical problems in finance, such as algorithmic trading, dynamic hedging of option, or dynamic asset allocation. The workshop addresses the problem of limited data availability in finance and solutions to it, such as synthetic data generation through GANs. It also shows how to apply the DQL algorithm to typical financial problems. The workshop is based on my new O'Reilly book "Reinforcement Learning for Finance -- A Python-based Introduction".

    Open Data Science

     

     

     

    Open Data Science
    One Broadway
    Cambridge, MA 02142
    info@odsc.com

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