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researcher

D Ellis Hershkowitz

2 papers here

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.DS1
  • cs.LG1
ORCID 0000-0003-0862-3715

identity via Semantic Scholar / OpenAlex

most citedNear Optimal Behavior via Approximate State Abstraction

111 citations · 111 across the 2 of their papers we have counts for

collaborators

2 papers

cs.DS2023

One Tree to Rule Them All: Poly-Logarithmic Universal Steiner Tree

Costas Busch, Da Qi Chen, Arnold Filtser +3

A spanning tree T of graph G is a ρ-approximate universal Steiner tree (UST) for root vertex r if, for any subset of vertices S containing r, the cost of the minimal su…

cs.LG2017★ 111 cited

Near Optimal Behavior via Approximate State Abstraction

David Abel, D. Ellis Hershkowitz, Michael L. Littman

The combinatorial explosion that plagues planning and reinforcement learning (RL) algorithms can be moderated using state abstraction. Prohibitively large task representations can…

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