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Scott Swingle

2 papers hereh-index 329 citations3 works total

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.AI1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedLearning higher-order sequential structure with cloned HMMs

6 citations · 8 across the 2 of their papers we have counts for

collaborators

2 papers

cs.AI2023★ 2 cited

PushWorld: A benchmark for manipulation planning with tools and movable obstacles

Ken Kansky, Skanda Vaidyanath, Scott Swingle +3

While recent advances in artificial intelligence have achieved human-level performance in environments like Starcraft and Go, many physical reasoning tasks remain challenging for m…

stat.ML2019★ 6 cited

Learning higher-order sequential structure with cloned HMMs

Antoine Dedieu, Nishad Gothoskar, Scott Swingle +3

Variable order sequence modeling is an important problem in artificial and natural intelligence. While overcomplete Hidden Markov Models (HMMs), in theory, have the capacity to rep…

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