Learning to coordinate: Co-evolution and correlated equilibrium

Arbeitspapier

In a coordination game such as the Battle of the Sexes, agents can condition their plays on external signals that can, in theory, lead to a Correlated Equilibrium that can improve the overall payoffs of the agents. Here we explore whether boundedly rational, adaptive agents can learn to coordinate in such an environment. We find that such agents are able to coordinate, often in complex ways, even without an external signal. Furthermore, when a signal is present, Correlated Equilibrium are rare. Thus, even in a world of simple learning agents, coordination behavior can take on some surprising forms.

Angaben zum Objekt

• Sprache: Englisch

Verweise und Beziehungen

• Erschienen in: Series: CeDEx Discussion Paper Series ; No. 2016-11

Klassifikation und Themen

• Klassifikation: Wirtschaft ; Computational Techniques; Simulation Modeling ; Stochastic and Dynamic Games; Evolutionary Games; Repeated Games ; Noncooperative Games ; Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
• Thema: Battle of the Sexes ; Correlated Equilibrium ; evolutionary game theory ; learning algorithms ; coordination games ; adaptive agents

Beteiligte, Orts- und Zeitangaben

• Ereignis: Geistige Schöpfung
• (wer): Lee-Penagos, Alejandro
• Ereignis: Veröffentlichung
• (wer): The University of Nottingham, Centre for Decision Research and Experimental Economics (CeDEx)
• (wo): Nottingham
• (wann): 2016

Weitere Informationen

• Handle: http://hdl.handle.net/10419/163012
• Letzte Aktualisierung: 20.09.2024, 08:21 MESZ