We introduce Energy Reactive Modules Games (ERMGs), an extension of Reactive Modules Games (RMGs) in which actions incur an energy cost (which may be positive or negative), and the choices that players make are restricted by the energy available to them. In ERMGs, each action is associated with an energy level update, which determines how their energy level is affected by the performance of the action. In addition, agents are provided with an initial energy allowance. This allowance plays a crucial role in shaping an agent’s behaviour, as it must be taken into consideration when one is determining their strategy: agents may only perform actions if they have the requisite energy. We begin by studying rational verification for ERMGs and then introduce Endogenous ERMGs, where agents can choose to transfer their energy to other agents. This exchange may enable equilibria that are impossible to achieve without such transfers. We study the decision problem of whether a stable outcome exists under both the Nash equilibrium and Core solution concepts.

Endogenous Energy Reactive Modules Games: Modelling Side Payments among Resource-Bounded Agents / Gutierrez, Julian; Hyland, David; Najib, Muhammad; Perelli, Giuseppe; Wooldridge, Michael. - (2024), pp. 67-75. ( International Joint Conference on Artificial Intelligence Jeju, South Korea ) [10.24963/ijcai.2024/8].

Endogenous Energy Reactive Modules Games: Modelling Side Payments among Resource-Bounded Agents

Najib, Muhammad
;
Perelli, Giuseppe
;
2024

Abstract

We introduce Energy Reactive Modules Games (ERMGs), an extension of Reactive Modules Games (RMGs) in which actions incur an energy cost (which may be positive or negative), and the choices that players make are restricted by the energy available to them. In ERMGs, each action is associated with an energy level update, which determines how their energy level is affected by the performance of the action. In addition, agents are provided with an initial energy allowance. This allowance plays a crucial role in shaping an agent’s behaviour, as it must be taken into consideration when one is determining their strategy: agents may only perform actions if they have the requisite energy. We begin by studying rational verification for ERMGs and then introduce Endogenous ERMGs, where agents can choose to transfer their energy to other agents. This exchange may enable equilibria that are impossible to achieve without such transfers. We study the decision problem of whether a stable outcome exists under both the Nash equilibrium and Core solution concepts.
2024
International Joint Conference on Artificial Intelligence
Formal verification, Multi-Agent Systems, Synthesis
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Endogenous Energy Reactive Modules Games: Modelling Side Payments among Resource-Bounded Agents / Gutierrez, Julian; Hyland, David; Najib, Muhammad; Perelli, Giuseppe; Wooldridge, Michael. - (2024), pp. 67-75. ( International Joint Conference on Artificial Intelligence Jeju, South Korea ) [10.24963/ijcai.2024/8].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1724297
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