TY - JOUR
T1 - From monetary to nonmonetary mechanism design via artificial currencies
AU - Gorokh, Artur
AU - Banerjee, Siddhartha
AU - Iyer, Krishnamurthy
N1 - Publisher Copyright:
© 2021 INFORMS
PY - 2021/8/1
Y1 - 2021/8/1
N2 - Nonmonetary mechanisms for repeated allocation and decision making are gaining widespread use in many real-world settings. Our aim in this work is to study the performance and incentive properties of simple mechanisms based on artificial currencies in such settings. To this end, we make the following contributions: For a general allocation setting, we provide two black-box approaches to convert any one-shot monetary mechanism to a dynamic nonmonetary mechanism using an artificial currency that simultaneously guarantees vanishing gains from nontruthful reporting over time and vanishing losses in performance. The two mechanisms trade off between their applicability and their computational and informational requirements. Furthermore, for settings with two agents, we show that a particular artificial currency mechanism also results in a vanishing price of anarchy.
AB - Nonmonetary mechanisms for repeated allocation and decision making are gaining widespread use in many real-world settings. Our aim in this work is to study the performance and incentive properties of simple mechanisms based on artificial currencies in such settings. To this end, we make the following contributions: For a general allocation setting, we provide two black-box approaches to convert any one-shot monetary mechanism to a dynamic nonmonetary mechanism using an artificial currency that simultaneously guarantees vanishing gains from nontruthful reporting over time and vanishing losses in performance. The two mechanisms trade off between their applicability and their computational and informational requirements. Furthermore, for settings with two agents, we show that a particular artificial currency mechanism also results in a vanishing price of anarchy.
KW - Artificial currencies
KW - Budget constraints
KW - Dynamic mechanism design
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U2 - 10.1287/moor.2020.1098
DO - 10.1287/moor.2020.1098
M3 - Article
AN - SCOPUS:85113905012
SN - 0364-765X
VL - 46
SP - 835
EP - 855
JO - Mathematics of Operations Research
JF - Mathematics of Operations Research
IS - 3
ER -