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researcher

Kunal Menda

11 papers hereh-index 7382 citations15 works total

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

author position
  • first author6
  • middle author5

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

fields
  • cs.RO4
  • cs.LG3
  • cs.AI2
  • math.OC1
  • q-fin.PM1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedDeep Reinforcement Learning for Event-Driven Multi-Agent Decision Processes

60 citations · 92 across the 10 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.LG2018

EnsembleDAgger: A Bayesian Approach to Safe Imitation Learning

Kunal Menda, Katherine Driggs-Campbell, Mykel J. Kochenderfer

While imitation learning is often used in robotics, the approach frequently suffers from data mismatch and compounding errors. DAgger is an iterative algorithm that addresses these…

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