Multi-objective multi-agent decision making: a utility-based analysis and survey

R Rădulescu, P Mannion, DM Roijers… - Autonomous Agents and …, 2020 - Springer
The majority of multi-agent system implementations aim to optimise agents' policies with
respect to a single objective, despite the fact that many real-world problem domains are …

Potential games and interactive decisions with multiple criteria

M Voorneveld - 1999 - research.tilburguniversity.edu
Game theory is a mathematical theory for analyzing strategic interaction between decision
makers. This thesis covers two game-theoretic topics. The first part of this thesis deals with …

A utility-based analysis of equilibria in multi-objective normal-form games

R Rădulescu, P Mannion, Y Zhang… - The Knowledge …, 2020 - cambridge.org
In multi-objective multi-agent systems (MOMASs), agents explicitly consider the possible
trade-offs between conflicting objective functions. We argue that compromises between …

Ideal equilibria in noncooperative multicriteria games

M Voorneveld, S Grahn, M Dufwenberg - Mathematical methods of …, 2000 - Springer
Pareto equilibria in multicriteria games can be computed as the Nash equilibria of scalarized
games, obtained by assigning weights to the separate criteria of a player. To analysts, these …

A dynamic multicriteria game of renewable resource extraction with environmentally concerned players

D Kuzyutin, N Smirnova - Economics Letters, 2023 - Elsevier
We introduce a multi-objective discrete-time competitive model of renewable resource
extraction in which the standard economic objective is supplemented with an environmental …

Opponent learning awareness and modelling in multi-objective normal form games

R Rădulescu, T Verstraeten, Y Zhang… - Neural Computing and …, 2021 - Springer
Many real-world multi-agent interactions consider multiple distinct criteria, ie the payoffs are
multi-objective in nature. However, the same multi-objective payoff vector may lead to …

[HTML][HTML] Predicting strategic medical choices: An application of a quantal response equilibrium choice model

G Ge, G Godager - Journal of choice modelling, 2021 - Elsevier
Quantal response equilibrium choice (QREC) models are structural behavioral models that
account for bounded rationality and strategic interactions in analyses of games where each …

Dynamic multicriteria games with asymmetric players

AN Rettieva - Journal of Global Optimization, 2022 - Springer
In this paper a new approach to construct cooperative behavior in dynamic multicriteria
games with asymmetric players is presented. To obtain noncooperative and cooperative …

[PDF][PDF] Opponent Modelling for Reinforcement Learning in Multi-Objective Normal Form Games.

Y Zhang, R Radulescu, P Mannion, DM Roijers… - …, 2020 - researchportal.vub.be
In this paper, we investigate the effects of opponent modelling on multi-objective multi-agent
interactions with non-linear utilities. Specifically, we consider multi-objective normal form …

[HTML][HTML] Long-term implementation of the cooperative solution in a multistage multicriteria game

D Kuzyutin, N Smirnova, E Gromova - Operations Research Perspectives, 2019 - Elsevier
In order to find an optimal and time consistent cooperative path in multicriteria multistage
game the minimal sum of relative deviations rule is introduced. Using this rule one can …