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John C. Raisbeck

I am a Ph.D. Student in the Autonomous Learning Laboratory in the Manning College of Information and Computing Sciences at the University of Massachusetts Amherst.
Before beginning my Ph.D., I worked at the Center for Systems Biology at Massachusetts General Hospital under Professor Hakho Lee.
My research interest is in the phenomenon of machine learning; how machines learn, how different machines learn differently, and the sets of possible solutions. I am also interested in the use of machine learning to investigate problems in the real world. My view is that learning is best understood through the lens of Reinforcement Learning, the "most general subfield" of machine learning. For more, please take a look at my research statement.

About Me

Information about me, including my curriculum vitae.

Research Interest

An article for those who are interested in taking their first steps into research.

Blog Posts

My blog posts; mostly, opinions about research.

Agent Spaces

Homepage of my paper on Agent Spaces, a descriptive topology on the set of agents in a decision process.

Evolution Strategies Converges
to Finite
Differences

Homepage of my paper on Evolution Strategies and Finite Differences, which establishes important relationships between them.

AltNet

A line of work focused on combatting plasticity loss by switching networks and training networks in the background.