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researcher

S. Mallya

8 papers hereh-index 7394 citations17 works total

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

author position
  • first author2
  • middle author5
  • last author1

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • cs.CL2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedDeepRacer: Educational Autonomous Racing Platform for Experimentation with Sim2Real Reinforcement Learning

32 citations · 53 across the 6 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.LG2020★ 3 cited

REPAINT: Knowledge Transfer in Deep Reinforcement Learning

Yunzhe Tao, Sahika Genc, Jonathan Chung +2

Accelerating learning processes for complex tasks by leveraging previously learned tasks has been one of the most challenging problems in reinforcement learning, especially when th…

cs.LG2020★ 7 cited

Zero-Shot Reinforcement Learning with Deep Attention Convolutional Neural Networks

Sahika Genc, Sunil Mallya, Sravan Bodapati +2

Simulation-to-simulation and simulation-to-real world transfer of neural network models have been a difficult problem. To close the reality gap, prior methods to simulation-to-real…

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