An Equilibrium Analysis of Scrip Systems

A game-theoretic model of scrip (artificial currency) systems is analyzed. It is shown that relative entropy can be used to characterize the distribution of agent wealth when all agents use threshold strategies—that is, they volunteer to do work if and only if they have below a threshold amount of money. Monotonicity of agents' best-reply functions is used to show that scrip systems have pure strategy equilibria where all agents use threshold strategies. An algorithm is given that can compute such an equilibrium and the resulting distribution of wealth.

[1]  Michihiro Kandori Social Norms and Community Enforcement , 1992 .

[2]  Richard H. Timberlake Private Production of Scrip-Money in the Isolated Community , 1987 .

[3]  Hector Garcia-Molina,et al.  The Eigentrust algorithm for reputation management in P2P networks , 2003, WWW '03.

[4]  Ilya Segal,et al.  Solutions manual for Microeconomic theory : Mas-Colell, Whinston and Green , 1997 .

[5]  Mostafa H. Ammar,et al.  A reputation system for peer-to-peer networks , 2003, NOSSDAV '03.

[6]  B. Cohen,et al.  Incentives Build Robustness in Bit-Torrent , 2003 .

[7]  Joseph Y. Halpern,et al.  Optimizing scrip systems: efficiency, crashes, hoarders, and altruists , 2007, EC '07.

[8]  D. M. Topkis Equilibrium Points in Nonzero-Sum n-Person Submodular Games , 1979 .

[9]  Eytan Adar,et al.  Free Riding on Gnutella , 2000, First Monday.

[10]  Alptekin Küpçü,et al.  Making p2p accountable without losing privacy , 2007, WPES '07.

[11]  Thomas E. Anderson,et al.  One Hop Reputations for Peer to Peer File Sharing Workloads , 2008, NSDI.

[12]  Michael J. Freedman,et al.  Peer-assisted content distribution with prices , 2008, CoNEXT '08.

[13]  ConitzerVincent,et al.  The ACM transactions on economics and computation , 2013 .

[14]  N. Kiyotaki,et al.  On Money as a Medium of Exchange , 1989, Journal of Political Economy.

[15]  Chaki Ng,et al.  Mirage: a microeconomic resource allocation system for sensornet testbeds , 2005, The Second IEEE Workshop on Embedded Networked Sensors, 2005. EmNetS-II..

[16]  Amin Vahdat,et al.  Addressing strategic behavior in a deployed microeconomic resource allocator , 2005, P2PECON '05.

[17]  R. Johari,et al.  Mean Field Equilibrium in Dynamic Games with Complementarities , 2010 .

[18]  Joseph Y. Halpern,et al.  Optimizing scrip systems: crashes, altruists, hoarders, sybils and collusion , 2012, Distributed Computing.

[19]  Aleksander Berentsen,et al.  On the Efficiency of Monetary Exchange: How Divisibility of Money Matters , 2001 .

[20]  Michael Sirivianos,et al.  Dandelion: Cooperative Content Distribution with Robust Incentives , 2007, USENIX Annual Technical Conference.

[21]  Benjamin Van Roy,et al.  Computational Methods for Oblivious Equilibrium , 2010, Oper. Res..

[22]  W. Zame,et al.  Efficient online exchange via fiat money , 2013 .

[23]  Ruilin Zhou,et al.  A Rudimentary Random-Matching Model with Divisible Money and Prices , 1998 .

[24]  E. T. Jaynes,et al.  Where do we Stand on Maximum Entropy , 1979 .

[25]  M. Dufwenberg Game theory. , 2011, Wiley interdisciplinary reviews. Cognitive science.

[26]  Joseph Y. Halpern,et al.  Random Worlds and Maximum Entropy , 1994, J. Artif. Intell. Res..

[27]  Alvin AuYoung,et al.  Practical market-based resource allocation , 2010 .

[28]  Ivan E. Sutherland,et al.  A futures market in computer time , 1968, Commun. ACM.

[29]  Ramanathan V. Guha,et al.  Propagation of trust and distrust , 2004, WWW '04.

[30]  Peter Winkler,et al.  Mixing of random walks and other diffusions on a graph , 1995 .

[31]  K. Eric Drexler,et al.  Markets and computation: agoric open systems , 1988 .

[32]  Angelos D. Keromytis,et al.  Fileteller: Paying and Getting Paid for File Storage , 2002, Financial Cryptography.

[33]  Bodo Vogt,et al.  The Great Capitol Hill Baby Sitting Co-Op: Anecdote or Evidence for the Optimum Quantity of Money? , 2006 .

[34]  A. Mas-Colell,et al.  Microeconomic Theory , 1995 .

[35]  S. Fischer,et al.  Lectures on Macroeconomics , 1972 .

[36]  Ion Stoica,et al.  Robust incentive techniques for peer-to-peer networks , 2004, EC '04.

[37]  Ling Liu,et al.  Building Trust in Decentralized Peer-to-Peer Electronic Communities , 2002 .

[38]  C. L. Benkard,et al.  Markov Perfect Industry Dynamics with Many Firms , 2005 .

[39]  David C. Parkes,et al.  Egg: An Extensible and Economics-Inspired Open Grid Computing Platform , 2006 .

[40]  Paul R. Milgrom,et al.  Rationalizability, Learning, and Equilibrium in Games with Strategic Complementarities , 1990 .

[41]  Matt Welsh,et al.  Using virtual markets to program global behavior in sensor networks , 2004, EW 11.

[42]  Glenn Ellison Cooperation in the Prisoner's Dilemma with Anonymous Random Matching , 1994 .

[43]  Kostas G. Anagnostakis,et al.  Exchange-based incentive mechanisms for peer-to-peer file sharing , 2004, 24th International Conference on Distributed Computing Systems, 2004. Proceedings..

[44]  Joseph Y. Halpern,et al.  Efficiency and nash equilibria in a scrip system for P2P networks , 2006, EC '06.

[45]  J. Wendelberger Adventures in Stochastic Processes , 1993 .

[46]  Tim Roughgarden,et al.  How bad is selfish routing? , 2002, JACM.

[47]  Joseph Y. Halpern,et al.  Manipulating Scrip Systems: Sybils and Collusion , 2009, AMMA.

[48]  Michael Stonebraker,et al.  Mariposa: a wide-area distributed database system , 1996, The VLDB Journal.

[49]  Thomas M. Cover,et al.  Elements of Information Theory , 2005 .

[50]  E. Friedman,et al.  The Social Cost of Cheap Pseudonyms , 2001 .

[51]  R. Johari,et al.  A peer-to-peer system as an exchange economy , 2006, GameNets '06.

[52]  Ruilin Zhou,et al.  Dynamic Monetary Equilibrium in a Random Matching Economy , 2002 .

[53]  David Simchi-Levi,et al.  Analyzing Scrip Systems , 2014, Oper. Res..

[54]  Jean-Pierre Hubaux,et al.  One-to-n scrip systems for cooperative privacy-enhancing technologies , 2011, 2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[55]  Martin L. Puterman,et al.  Markov Decision Processes: Discrete Stochastic Dynamic Programming , 1994 .

[56]  Emin Gün Sirer,et al.  KARMA : A Secure Economic Framework for Peer-to-Peer Resource Sharing , 2003 .

[57]  Tim Roughgarden,et al.  How bad is selfish routing? , 2000, Proceedings 41st Annual Symposium on Foundations of Computer Science.

[58]  Benjamin Van Roy,et al.  MARKOV PERFECT INDUSTRY DYNAMICS WITH MANY FIRMS , 2008 .

[59]  A. Tarski A LATTICE-THEORETICAL FIXPOINT THEOREM AND ITS APPLICATIONS , 1955 .

[60]  Andrea J. Goldsmith,et al.  On oblivious equilibrium in large population stochastic games , 2010, 49th IEEE Conference on Decision and Control (CDC).

[61]  U. Rieder,et al.  Markov Decision Processes , 2010 .

[62]  Emin Gün Sirer,et al.  AntFarm: Efficient Content Distribution with Managed Swarms , 2009, NSDI.

[63]  Ramesh Johari,et al.  Mean field equilibrium in dynamic games with complementarities , 2010, 49th IEEE Conference on Decision and Control (CDC).

[64]  Ramesh Govindan,et al.  Liquidity in credit networks: a little trust goes a long way , 2011, EC '11.

[65]  Aleksander Berentsen On the Distribution of Money Holdings in a Random-Matching Model , 2002 .

[66]  David Hales,et al.  No more crash or crunch: Sustainable credit dynamics in a P2P community , 2010, 2010 International Conference on High Performance Computing & Simulation.