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researcher

Marc Brittain

11 papers hereh-index 12507 citations31 works total

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

author position
  • first author6
  • middle author4
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.AI6
  • cs.LG3
  • cs.DC1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20182023
most citedPrioritized Sequence Experience Replay

33 citations · 91 across the 11 of their papers we have counts for

collaborators
Showing 2021Show all

2 papers · 1 filter

cs.DC2021

Benchmarking the Processing of Aircraft Tracks with Triples Mode and Self-Scheduling

Andrew Weinert, Marc Brittain, Ngaire Underhill +1

As unmanned aircraft systems (UASs) continue to integrate into the U.S. National Airspace System (NAS), there is a need to quantify the risk of airborne collisions between unmanned…

cs.AI2021★ 1 cited

Safety Enhancement for Deep Reinforcement Learning in Autonomous Separation Assurance

Wei Guo, Marc Brittain, Peng Wei

The separation assurance task will be extremely challenging for air traffic controllers in a complex and high density airspace environment. Deep reinforcement learning (DRL) was us…

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