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Matthew E. Taylor

5 papers hereh-index 11308 citations26 works total

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

author position
  • middle author1
  • last author3

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.LG2
  • cs.RO1
same name
  • Matthew E. Taylor — 29 papers, h 43
  • Matthew E. Taylor — 3 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182022
most citedNeurIPS 2022 Competition: Driving SMARTS

2 citations · 2 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022

Methodical Advice Collection and Reuse in Deep Reinforcement Learning

Sahir, Ercüment İlhan, Srijita Das +1

Reinforcement learning (RL) has shown great success in solving many challenging tasks via use of deep neural networks. Although using deep learning for RL brings immense representa…

cs.LG2021

The Atari Data Scraper

Brittany Davis Pierson, Justine Ventura, Matthew E. Taylor

Reinforcement learning has made great strides in recent years due to the success of methods using deep neural networks. However, such neural networks act as a black box, obscuring…

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