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From the 1 of 14 linked papers with an AI index.

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20242026
most citedOptimal Trading in Automated Market Makers with Deep Learning

1 citations · 1 across the 4 of their papers we have counts for

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14 papers

q-fin.RM2026

Model Combination in Risk Sharing under Ambiguity

Emma Kroell, Sebastian Jaimungal, Silvana M. Pesenti

The paper studies how an agent can share continuous‑time losses with a counterparty when the true loss distribution is ambiguous, using a chi‑squared divergence based mean‑variance…

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 -player games (pGs) with uniformly symmetrically continuous heterogeneous closed-loop actions.…

cs.LG2026

Deep Learning and Elicitability for McKean-Vlasov FBSDEs With Common Noise

Felipe J. P. Antunes, Yuri F. Saporito, Sebastian Jaimungal

We present a novel numerical method for solving McKean--Vlasov forward--backward stochastic differential equations (MV--FBSDEs) with common noise, combining Picard iterations, elic…

q-fin.TR20261 cited

Optimal Trading in Automated Market Makers with Deep Learning

Sebastian Jaimungal, Yuri F. Saporito, Max O. Souza +1

This article explores the optimisation of trading strategies in Constant Function Market Makers (CFMMs) and centralised exchanges. We develop a model that accounts for the interact…

q-fin.MF2026

Multi-Agent Reinforcement Learning for Greenhouse Gas Offset Credit Markets

Liam Welsh, Udit Grover, Sebastian Jaimungal

Climate change is a major threat to the future of humanity, and its impacts are being intensified by excess man-made greenhouse gas emissions. One method governments can employ to…

q-fin.TR2026

Equilibrium Liquidity and Risk Offsetting in Decentralised Markets

Fayçal Drissi, Xuchen Wu, Sebastian Jaimungal

We study the economic viability of liquidity provision in decentralised exchanges (DEXs) within a structural framework in which market outcomes are endogenous. We formulate strateg…