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Ellen R. Novoseller

27 papers hereh-index 14715 citations28 works total

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

author position
  • first author2
  • middle author22

Across the 24 of 27 papers where every author was matched, so the position is known.

fields
  • cs.RO15
  • cs.LG9
  • cs.HC2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedThriftyDAgger: Budget-Aware Novelty and Risk Gating for Interactive Imitation Learning

19 citations · 38 across the 24 of their papers we have counts for

collaborators
Showing cs.HCShow all

2 papers · 1 filter

cs.HC2024

Re-Envisioning Command and Control

Kaleb McDowell, Ellen Novoseller, Anna Madison +2

Future warfare will require Command and Control (C2) decision-making to occur in more complex, fast-paced, ill-structured, and demanding conditions. C2 will be further complicated…

cs.HC2024★ 3 cited

Crowd-PrefRL: Preference-Based Reward Learning from Crowds

David Chhan, Ellen Novoseller, Vernon J. Lawhern

Preference-based reinforcement learning (RL) provides a framework to train AI agents using human feedback through preferences over pairs of behaviors, enabling agents to learn desi…

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