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Sumitra Ganesh

5 papers here

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

author position
  • first author1
  • middle author3
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.MA2
  • q-fin.TR1
same name
  • Sumitra Ganesh — 4 papers
  • Sumitra Ganesh — 2 papers
  • Sumitra Ganesh — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20192022
most citedRisk-Sensitive Reinforcement Learning: a Martingale Approach to Reward Uncertainty

26 citations · 61 across the 4 of their papers we have counts for

collaborators
Showing cs.MAShow all

2 papers · 1 filter

cs.MA2021★ 16 cited

Towards a fully RL-based Market Simulator

Leo Ardon, Nelson Vadori, Thomas Spooner +3

We present a new financial framework where two families of RL-based agents representing the Liquidity Providers and Liquidity Takers learn simultaneously to satisfy their objective…

cs.MA2020

Calibration of Shared Equilibria in General Sum Partially Observable Markov Games

Nelson Vadori, Sumitra Ganesh, Prashant Reddy +1

Training multi-agent systems (MAS) to achieve realistic equilibria gives us a useful tool to understand and model real-world systems. We consider a general sum partially observable…

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