Peer designed agents: Just reflect or also affect?

Avshalom Elmalech, David Sarne, Noa Agmon

פרסום מחקרי: פרק בספר / בדוח / בכנספרסום בספר כנסביקורת עמיתים

תקציר

Peer Designed Agent (PDA), computer agents developed by non-experts, is an emerging technology, widely advocated in recent literature for the purpose of replacing people in simulations and investigating human behavior. Its main premise is that the strategy programmed into these agents reliably reflect, to some extent, the behavior used by the programmer in real life. In this paper we show that PDA development has an important side effect that has not been addressed to date - the process, that merely attempts to capture one's strategy, is also likely to affect the developer's strategy. The phenomenon is demonstrated experimentally via the penetration detection game, using different setting variations. This result has many implications concerning the appropriate design of PDA-based simulations, and the validness of using PDAs for studying individual decision making.

שפה מקוריתאנגלית
כותר פרסום המארח13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014
עמודים1429-1430
מספר עמודים2
מסת"ב (אלקטרוני)9781634391313
סטטוס פרסוםפורסם - 2014
אירוע13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014 - Paris, צרפת
משך הזמן: 5 מאי 20149 מאי 2014

סדרות פרסומים

שם13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014
כרך2

כנס

כנס13th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2014
מדינה/אזורצרפת
עירParis
תקופה5/05/149/05/14

ASJC Scopus subject areas

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