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researcher

Ayal Taitler

11 papers hereh-index 7148 citations31 works total

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

author position
  • sole author1
  • first author2
  • middle author5
  • last author3

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

fields
  • cs.AI4
  • cs.LG4
  • cs.HC1
  • cs.RO1
  • math.OC1

identity via Semantic Scholar / OpenAlex

activity
20172026
most citedpyRDDLGym: From RDDL to Gym Environments

2 citations · 2 across the 10 of their papers we have counts for

collaborators
Showing math.OCShow all

1 paper · 1 filter

math.OC2024

Constraint-Generation Policy Optimization (CGPO): Nonlinear Programming for Policy Optimization in Mixed Discrete-Continuous MDPs

Michael Gimelfarb, Ayal Taitler, Scott Sanner

We propose the Constraint-Generation Policy Optimization (CGPO) framework to optimize policy parameters within compact and interpretable policy classes for mixed discrete-continuou…

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