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researcher

Suguman Bansal

20 papers hereh-index 8352 citations35 works total

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

author position
  • sole author1
  • first author7
  • middle author8
  • last author3

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • cs.FL6
  • cs.AI4
  • cs.GT3
  • cs.LG3
  • cs.LO3
  • cs.PL1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedCompositional Reinforcement Learning from Logical Specifications

10 citations · 16 across the 18 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024

Inductive Generalization in Reinforcement Learning from Specifications

Vignesh Subramanian, Rohit Kushwah, Subhajit Roy +1

We present a novel inductive generalization framework for RL from logical specifications. Many interesting tasks in RL environments have a natural inductive structure. These induct…

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