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researcher

Kshama Dwarakanath

JPMorgan AI Research

11 papers hereh-index 461 citations17 works total

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

author position
  • first author6
  • middle author4

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.MA6
  • cs.AI2
  • cs.CE1
  • cs.GT1
  • stat.ML1
affiliations
  • JPMorgan AI Research

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedLLM-driven Imitation of Subrational Behavior : Illusion or Reality?

3 citations · 10 across the 11 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.CE2023★ 1 cited

Once Burned, Twice Shy? The Effect of Stock Market Bubbles on Traders that Learn by Experience

Haibei Zhu, Svitlana Vyetrenko, Serafin Grundl +3

We study how experience with asset price bubbles changes the trading strategies of reinforcement learning (RL) traders and ask whether the change in trading strategies helps to pre…

cs.MA2023

Analyzing the Impact of Tax Credits on Households in Simulated Economic Systems with Learning Agents

Jialin Dong, Kshama Dwarakanath, Svitlana Vyetrenko

In economic modeling, there has been an increasing investigation into multi-agent simulators. Nevertheless, state-of-the-art studies establish the model based on reinforcement lear…

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