activity
20072026
most citedExploration versus exploitation in reinforcement learning: a stochastic control approach

20 citations · 57 across the 19 of their papers we have counts for

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9 papers · 1 filter

q-fin.MF2026

High-Order Expansions of the Optimizer Map via Bell Polynomials

Oleksii Mostovyi, Thaleia Zariphopoulou

Completely monotonic inverse marginal (CMIM) utilities, introduced in [MSZ24], constitute a tractable class of preferences that includes many of the most important utility function…

q-fin.MF2021★ 1 cited

-player and Mean-field Games in Itô-diffusion Markets with Competitive or Homophilous Interaction

Ruimeng Hu, Thaleia Zariphopoulou

In Itô-diffusion environments, we introduce and analyze -player and common-noise mean-field games in the context of optimal portfolio choice in a common market. The players inve…

q-fin.MF2019

Forward Rank-Dependent Performance Criteria: Time-Consistent Investment Under Probability Distortion

Xue Dong He, Moris S. Strub, Thaleia Zariphopoulou

We introduce the concept of forward rank-dependent performance processes, extending the original notion to forward criteria that incorporate probability distortions. A fundamental…

q-fin.MF2017★ 15 cited

Mean field and n-agent games for optimal investment under relative performance criteria

Daniel Lacker, Thaleia Zariphopoulou

We analyze a family of portfolio management problems under relative performance criteria, for fund managers having CARA or CRRA utilities and trading in a common investment horizon…

q-fin.MF2017

Temporal and Spatial Turnpike-Type Results Under Forward Time-Monotone Performance Criteria

Tianran Geng, Thaleia Zariphopoulou

We present turnpike-type results for the risk tolerance function in an incomplete market setting under time-monotone forward performance criteria. We show that, contrary to the cla…

q-fin.MF2016

Predictable Forward Performance Processes: The Binomial Case

Bahman Angoshtari, Thaleia Zariphopoulou, Xun Yu Zhou

We introduce a new class of forward performance processes that are endogenous and predictable with regards to an underlying market information set and, furthermore, are updated at…

q-fin.MF2016

An ergodic BSDE approach to forward entropic risk measures: representation and large-maturity behavior

Wing Fung Chong, Ying Hu, Gechun Liang +1

Using elements from the theory of ergodic backward stochastic differential equations (BSDE), we study the behavior of forward entropic risk measures. We provide their general repre…

q-fin.MF2015

Representation of homothetic forward performance processes in stochastic factor models via ergodic and infinite horizon BSDE

Gechun Liang, Thaleia Zariphopoulou

In an incomplete market, with incompleteness stemming from stochastic factors imperfectly correlated with the underlying stocks, we derive representations of homothetic (power, exp…

q-fin.MF2015

Asymptotic analysis of forward performance processes in incomplete markets and their ill-posed HJB equations

Mykhaylo Shkolnikov, Ronnie Sircar, Thaleia Zariphopoulou

We consider the problem of optimal portfolio selection under forward investment performance criteria in an incomplete market. The dynamics of the prices of the traded assets depend…