Adaptive Learning Models - What Are They?

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The true alpha, you have to swing for the fences and take it for what it is right now. Everybody's out looking for an uncorrelated return stream. That's where adaptive models are going to need to be in place in some form. We decided to go to the very frontier because we wanted to see if we could do it."

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:

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