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researcher

Preston Rozwood

2 papers hereh-index 217 citations2 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • last author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • q-fin.TR1

identity via Semantic Scholar / OpenAlex

most citedKoopman-Assisted Reinforcement Learning

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

cs.AI2026★ 3 cited

Koopman-Assisted Reinforcement Learning

Preston Rozwood, Edward Mehrez, Ludger Paehler +2

The Bellman equation and its continuous form, the Hamilton-Jacobi-Bellman equation, are ubiquitous in reinforcement learning and control theory. However, these equations become int…

q-fin.TR2025

Improving Capital Efficiency and Impermanent Loss: Multi-Token Proactive Market Maker

Wayne Chen, Songwei Chen, Preston Rozwood

Current approaches to the cryptocurrency automated market makers result in poor impermanent loss and capital efficiency. We analyze the mechanics underlying DODO Exchange's proacti…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.