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researcher

S. Jaimungal

19 papers hereh-index 313.1k citations161 works total

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

author position
  • first author3
  • middle author5
  • last author11

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

fields
  • q-fin.MF5
  • q-fin.TR5
  • cs.LG2
  • math.OC2
  • q-fin.RM2
  • stat.ML2

identity via Semantic Scholar / OpenAlex

works on
chi-squared divergence 1continuous-time insurance 1Cramér-Lundberg model 1mean-variance optimization 1model ambiguity 1risk sharing 1

From the 1 of 19 linked papers with an AI index.

activity
20242026
most citedEliciting Risk Aversion with Inverse Reinforcement Learning via Interactive Questioning

1 citations · 2 across the 8 of their papers we have counts for

collaborators
Showing math.OCShow all

2 papers · 1 filter

math.OC2026

Risk-averse mean field games: exploitability and non-asymptotic analysis

Ziteng Cheng, Sebastian Jaimungal

In this paper, we use mean field games (MFGs) to investigate approximations of N-player games (NpGs) with uniformly symmetrically continuous heterogeneous closed-loop actions.…

math.OC2024

Risk-Averse Markov Decision Processes through a Distributional Lens

Ziteng Cheng, Sebastian Jaimungal

By adopting a distributional viewpoint on law-invariant convex risk measures, we construct dynamics risk measures (DRMs) at the distributional level. We then apply these DRMs to in…

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