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Matthew E. Taylor

13 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 author7
  • last author5

Across the 12 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • cs.AI3
  • cs.MA1
  • cs.RO1
same name
  • Matthew E. Taylor — 37 papers, h 43
  • Matthew E. Taylor — 5 papers, h 2
  • Matthew E. Taylor — 4 papers, h 3
  • Matthew E. Taylor — 4 papers, h 2
  • Matthew E. Taylor — 3 papers, h 3
  • Matthew E. Taylor — 2 papers, h 1

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
20182023
most citedTowards Cooperation in Sequential Prisoner's Dilemmas: a Deep Multiagent Reinforcement Learning Approach

16 citations · 26 across the 13 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 3 cited

Learning from Multiple Independent Advisors in Multi-agent Reinforcement Learning

Sriram Ganapathi Subramanian, Matthew E. Taylor, Kate Larson +1

Multi-agent reinforcement learning typically suffers from the problem of sample inefficiency, where learning suitable policies involves the use of many data samples. Learning from…

cs.LG2023★ 2 cited

Automatic Noise Filtering with Dynamic Sparse Training in Deep Reinforcement Learning

Bram Grooten, Ghada Sokar, Shibhansh Dohare +4

Tomorrow's robots will need to distinguish useful information from noise when performing different tasks. A household robot for instance may continuously receive a plethora of info…

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