Infinite Loops

Julia Bonafede — A Deep Dive into Deep Reinforcement Learning (EP.135)


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Julia is the co-founder of Rosetta Analytics Inc, "an alternative asset manager that is pioneering the use of advanced artificial intelligence to build and actively manage liquid investment strategies." Prior to co-founding Rosetta, Julia served as President of Wilshire Consulting and was a member of Wilshire's Board of Directors and Consulting Investment Committee. Julia joins the show to take a deep dive into deep reinforcement learning and Rosetta's pioneering work using AI as the basis of its investment strategies. Important Links:

  • Rosetta Analytics
  • Julia's LinkedIn

Show Notes:

  • Julia's journey from Wilshire to Rosetta
  • Defining deep reinforcement learning
  • AI and non-linear thinking
  • Using adaptive models
  • Overcoming the human need for 'why'
  • Pitching deep reinforcement learning models to new investors
  • Telling positive stories about AI; improving our discourse
  • "Wake up and look for the joy"; "overcoming fear is the biggest barrier to success"

Books Mentioned:

  • What Works on Wall Street: A Guide to the Best-Performing Investment Strategies of All Time; by Jim O'Shaughnessy
  • The Beginning of Infinity: Explanations That Transform the World; by David Deutsch
  • The Fourth Turning: An American Prophecy - What the Cycles of History Tell Us About America's Next Rendezvous with Destiny; by William Strauss and Neil Howe
...more
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Infinite LoopsBy Jim O'Shaughnessy

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