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Brett Barkley

5 papers hereh-index 310 citations5 works total

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

author position
  • first author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG5

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedStealing That Free Lunch: Exposing the Limits of Dyna-Style Reinforcement Learning

1 citations · 1 across the 5 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.LG2023

An Investigation of Time Reversal Symmetry in Reinforcement Learning

Brett Barkley, Amy Zhang, David Fridovich-Keil

One of the fundamental challenges associated with reinforcement learning (RL) is that collecting sufficient data can be both time-consuming and expensive. In this paper, we formali…

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