Sebastian Jaimungal

Sebastian Jaimungal

University of Toronto

H-index: 30

North America-Canada

About Sebastian Jaimungal

Sebastian Jaimungal, With an exceptional h-index of 30 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Toronto, specializes in the field of stochastic control, mean field games, reinforcement learning, machine learning, mathematical finance.

His recent articles reflect a diverse array of research interests and contributions to the field:

Stressing dynamic loss models

Reinforcement learning with dynamic convex risk measures

Exploratory control with Tsallis entropy for latent factor models

The Price of Information

Nash Equilibria in Greenhouse Gas Offset Credit Markets

Optimal trading in automatic market makers with deep learning

Optimal Robust Reinsurance with Multiple Insurers

Eliciting Risk Aversion with Inverse Reinforcement Learning via Interactive Questioning

Sebastian Jaimungal Information

University

Position

___

Citations(all)

3678

Citations(since 2020)

2184

Cited By

2247

hIndex(all)

30

hIndex(since 2020)

23

i10Index(all)

67

i10Index(since 2020)

48

Email

University Profile Page

University of Toronto

Google Scholar

View Google Scholar Profile

Sebastian Jaimungal Skills & Research Interests

stochastic control

mean field games

reinforcement learning

machine learning

mathematical finance

Top articles of Sebastian Jaimungal

Title

Journal

Author(s)

Publication Date

Stressing dynamic loss models

Insurance: Mathematics and Economics

Emma Kroell

Silvana M Pesenti

Sebastian Jaimungal

2024/1/1

Reinforcement learning with dynamic convex risk measures

Mathematical Finance

Anthony Coache

Sebastian Jaimungal

2024/4

Exploratory control with Tsallis entropy for latent factor models

SIAM Journal on Financial Mathematics

Ryan Donnelly

Sebastian Jaimungal

2024/3/31

The Price of Information

arXiv preprint arXiv:2402.11864

Sebastian Jaimungal

Xiaofei Shi

2024/2/19

Nash Equilibria in Greenhouse Gas Offset Credit Markets

arXiv preprint arXiv:2401.01427

Liam Welsh

Sebastian Jaimungal

2024/1/2

Optimal trading in automatic market makers with deep learning

Available at SSRN

Sebastian Jaimungal

Yuri Saporito

Max O Souza

Yuri Thamsten

2023/4/4

Optimal Robust Reinsurance with Multiple Insurers

arXiv preprint arXiv:2308.11828

Emma Kroell

Sebastian Jaimungal

Silvana M Pesenti

2023/8/22

Eliciting Risk Aversion with Inverse Reinforcement Learning via Interactive Questioning

arXiv preprint arXiv:2308.08427

Ziteng Cheng

Anthony Coache

Sebastian Jaimungal

2023/8/16

Funvol: A multi-asset implied volatility market simulator using functional principal components and neural sdes

arXiv preprint arXiv:2303.00859

Vedant Choudhary

Sebastian Jaimungal

Maxime Bergeron

2023/3/1

Conditionally elicitable dynamic risk measures for deep reinforcement learning

SIAM Journal on Financial Mathematics

Anthony Coache

Sebastian Jaimungal

Álvaro Cartea

2023/12/31

Distributional Method for Risk Averse Reinforcement Learning

arXiv preprint arXiv:2302.14109

Ziteng Cheng

Sebastian Jaimungal

Nick Martin

2023/2/27

Risk Budgeting Allocation for Dynamic Risk Measures

arXiv preprint arXiv:2305.11319

Sebastian Jaimungal

Silvana M Pesenti

Yuri F Saporito

Rodrigo S Targino

2023/5/18

Arbitrage-free implied volatility surface generation with variational autoencoders

SIAM Journal on Financial Mathematics

Brian Ning

Sebastian Jaimungal

Xiaorong Zhang

Maxime Bergeron

2023/12/31

Mean field regret in discrete time games

arXiv preprint arXiv:2301.06930

Ziteng Cheng

Sebastian Jaimungal

2023/1/17

Robust risk-aware option hedging

Applied Mathematical Finance

David Wu

Sebastian Jaimungal

2023/5/4

Portfolio optimization within a Wasserstein ball

SIAM Journal on Financial Mathematics

Silvana M Pesenti

Sebastian Jaimungal

2023/12/31

Reinforcement Learning for Algorithmic Trading

Álvaro Cartea

Sebastian Jaimungal

Leandro Sánchez-Betancourt

2023/4/30

Decoding the age–chemical structure of the Milky Way disc: an application of copulas and elicitable maps

Monthly Notices of the Royal Astronomical Society

Aarya A Patil

Jo Bovy

Sebastian Jaimungal

Neige Frankel

Henry W Leung

2023/12

Exploratory LQG mean field games with entropy regularization

Automatica

Dena Firoozi

Sebastian Jaimungal

2022/5/1

Robust risk-aware reinforcement learning

SIAM Journal on Financial Mathematics

Sebastian Jaimungal

Silvana M Pesenti

Ye Sheng Wang

Hariom Tatsat

2022

See List of Professors in Sebastian Jaimungal University(University of Toronto)

Co-Authors

H-index: 49
Peter Caines

Peter Caines

McGill University

H-index: 41
Jean-Pierre Fouque

Jean-Pierre Fouque

University of California, Santa Barbara

H-index: 38
Virginia R. Young

Virginia R. Young

University of Michigan

H-index: 31
Ken Jackson

Ken Jackson

University of Toronto

H-index: 27
Álvaro Cartea

Álvaro Cartea

University of Oxford

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