Expected utility hypothesis

Evolution of Reinforcement Learning in Uncertain Environments: A Simple Explanation for Complex Foraging Behaviors

Y. Niv, Daphna Joel, Isaac Meilijson, Eytan Ruppin

Citations: 56 • 2002

Sophia Sophia tell me more, which is the most risk-free plan of all? AI anthropomorphism and risk aversion in financial decision-making

Yuanyuan Cui

Citations: 53 • 2022

Inducing risk-neutral preferences: An examination in a controlled market environment

JamesM. Walker, VernonL. Smith, JamesC. Cox

Citations: 52 • 1990

Decision Theory, the Situation Calculus and Conditional Plans

David Poole

Citations: 47 • 1998

Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning

Shangtong Zhang, Bo Liu, Shimon Whiteson

Citations: 18 • 2021

When the User Is Instrumental to Robot Goals: First Try – Agent Uses Agent

Johan F. Hoorn, Matthijs Pontier, Ghazanfar Farooq Siddiqui

Citations: 17 • 2008

A Framework for Decision-Theoretic Planning I: Combining the Situation Calculus, Conditional Plans, Probability and Utility

David Poole

Citations: 11 • 2013

RA-RRTV*: Risk-Averse RRT* With Local Vine Expansion for Path Planning in Narrow Passages Under Localization Uncertainty

Zhang Shi, Rongxin Cui, Weisheng Yan, Yinglin Li

Citations: 10 • 2025

BEHAVIORAL MODELS OF DECISION MAKING UNDER RISK AND/OR UNCERTAINTY WITH APPLICATION TO PUBLIC SECTORS

Hiroyuki Tamura

Citations: 9 • 2007

Behavioral models of decision making under risk and/or uncertainty with application to public sectors

Hiroyuki Tamura

Citations: 6 • 2008

Predicting Human Operator’s Decisions Based on Prospect Theory

Paulo Eduardo Ubaldino de Souza, Caroline Ponzoni Carvalho Chanel, Mélody Mailliez, Frédéric Dehais

Citations: 5 • 2020

Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning

Shangtong Zhang, Bo Liu, Shimon Whiteson

Citations: 5 • 2020

Risk-averse optimization of reward-based coherent risk measures

Massimiliano Bonetti, Lorenzo Bisi, Marcello Restelli

Citations: 3 • 2023

Risk aversion in finite Markov Decision Processes using total cost criteria and average value at risk

Stefano Carpin, Yinlam Chow, Marco Pavone

Citations: 3 • 2016

AI Aversion or Appreciation? Meta-Analytic Evidence for a Capability-Personalization Framework

Xin Qin, Xiang Zhou, Chen Chen, Dongyuan Wu, Hansen Zhou, Xiaowei Dong, Limei Cao, Jackson G. Lu

Citations: 2 • 2024