David C. Parkes

Computational Challenges in (2009)

Joan Feigenbaum, David C. Parkes, David M. Pennock

review articles doi:10.1145/1435417.1435435 Economic and social sciences will drive Internet protocols and services into the future.

Learning and Solving Many-Player Games through a Cluster-Based Representation (2009)

Sevan G. Ficici, David C. Parkes, Avi Pfeffer

In addressing the challenge of exponential scaling with the number of agents we adopt a cluster-based representation to approximately solve asymmetric games of very many players. A cluster groups...

Expressive Banner Ad Auctions and Model-Based Online Optimization for Clearing (2009)

Craig Boutilier, David C. Parkes, Tuomas Sandholm, William E. Walsh

We present the design of a banner advertising auction which is considerably more expressive than current designs. We describe a general model of expressive ad contracts/bidding and an allocation...

Computing Reserve Prices and Identifying the Value Distribution in Real-world Auctions with Market Disruptions ∗ (2009)

William E. Walsh, Combinenet Inc, David C. Parkes, Tuomas Sandholm, Craig Boutilier

Single-good ascending auctions, including the English Auction and its close variants (e.g. eBay), are the most widely used type of auction. Hence, effective strategies for such auctions can have an...

On Non-cooperative Location Privacy: A Game-theoretic Analysis (2009)

Freudiger, Julien, Manshaei, Mohammad Hossein, Hubaux, Jean-Pierre, Parkes, David C.

In mobile networks, authentication is a required primitive of the majority of security protocols. However, an adversary can track the location of mobile nodes by monitoring pseudonyms used for...

ABSTRACT Faithfulness in Internet Algorithms (2008)

Jeffrey Shneidman, David C. Parkes, Laurent Massoulié

Proving or disproving faithfulness (a property describing robustness to rational manipulation in action as well as information revelation) is an appealing goal when reasoning about distributed...

General Terms (2008)

Jeffrey Shneidman, David C. Parkes

It is useful to prove that an implementation correctly follows a specification. But even with a provably correct implementation, given a choice, would a node choose to follow it? This paper explores...

Decentralized, Adaptive Resource Allocation for Sensor Networks (2008)

Geoffrey Mainl, David C. Parkes, Matt Welsh

This paper addresses the problem of resource allocation in sensor networks. We are concerned with how to allocate limited energy, radio bandwidth, and other resources to maximize the value of each...

CS286r Computational Mechanism Design: Project Suggestions Spring, 2005 1 Class Projects (2008)

David C. Parkes

The goal of the final project is to develop a deep understanding of an important research area, and, to the extent possible, to work on an open problem. You may also review an existing area of the...

Abstract (2008)

David C. Parkes, Deas Maxwell-dworkin, Satinder Singh, Dimah Yanovsky

Online mechanism design (OMD) addresses the problem of sequential decision making in a stochastic environment with multiple self-interested agents. The goal in OMD is to make value-maximizing...

Research Note On the Optimality of Greedy Meta-Deliberation (2008)

David C. Parkes, Lloyd G. Greenwald

We present a unified notation that captures many common models of deliberation for a resourcebounded agent in a time-critical environment. We analyze a greedy time-slicing meta-deliberation procedure...

Research Statement (2008)

David C. Parkes

The Internet embodies a new paradigm of distributed open computer networks, in which entities—users and computational devices—are not cooperative, but self-interested, with private information...

ICE: An Expressive Iterative Combinatorial Exchange ‡ (2008)

Benjamin Lubin, Adam I. Juda, Ruggiero Cavallo, Sébastien Lahaie, Jeffrey Shneidman, David C. Parkes

We present the design and analysis of the first fully expressive, iterative combinatorial exchange (ICE). The exchange incorporates a tree-based bidding language (TBBL) that is concise and expressive...

ABSTRACT (2008)

David C. Parkes, Combinenet Inc

Ad auctions are generating massive amounts of revenue for online search engines such as Google. Yet, the level of expressiveness provided to participants in ad auctions could be significantly...

Models for iterative multiattribute procurement auctions (2008)

David C. Parkes, Jayant Kalagnanam

informs ® doi 10.1287/mnsc.1040.0340 © 2005 INFORMS Multiattribute auctions extend traditional auction settings to allow negotiation over nonprice attributes such as weight, color, and terms of...

Abstract (2008)

David C. Parkes, Deas Maxwell-dworkin, Satinder Singh, Dimah Yanovsky

Online mechanism design (OMD) addresses the problem of sequential decision making in a stochastic environment with multiple self-interested agents. The goal in OMD is to make value-maximizing...

On Revenue-Optimal Dynamic Auctions for Bidders with Interdependent Values (2008)

Florin Constantin, David C. Parkes

Abstract. In a dynamic market, being able to update one’s value based on information available to other bidders currently in the market can be critical to having profitable transactions. This is...

An Economically-Principled Generative Model of AS Graph Connectivity ABSTRACT (2008)

Jacomo Corbo, Shaili Jain, Michael Mitzenmacher, David C. Parkes

We explore the problem of modeling Internet connectivity at the Autonomous System (AS) level and present an economically-principled dynamic model that reproduces key features of the AS graph...

Decentralized, Adaptive Resource Allocation for Sensor Networks (2008)

Geoffrey Mainl, David C. Parkes, Matt Welsh

This paper addresses the problem of resource allocation in sensor networks. We are concerned with how to allocate limited energy, radio bandwidth, and other resources to maximize the value of each...

Cooperative Multiagent Search for Portfolio Selection (2008)

David C. Parkes, Bernardo A. Huberman

We present a new multiagent model for the multi-period portfolio selection problem. Individual agents receive a share of initial wealth, and follow an investment strategy that adjusts their portfolio...

Multi-Item Vickrey-Dutch Auctions (2008)

Debasis Mishra, David C. Parkes

Descending price auctions are adopted for goods that must be sold quickly and in private values environments, for instance in flower, fish, and tobacco auctions. In this paper, we introduce ex post...

The Tragedy of the Commons: Pricing Social Welfare in Multiagent Systems (2007)

David C. Parkes, Lyle H. Ungar

Markets offer an efficient and decentralized method of coordinating the actions of autonomous, self-interested agents. However, they fail in the presence of incentive conflicts between individual...

The Santa Fe Bar Problem: A Study in Multiagent Learning (2007)

David C. Parkes, Debbie Steinig

We study the process of multiagent learning in the context of the "Santa Fe Bar Problem" (Arthur 1994). We imagine a system of bounded rational agents taking decisions within a repeated...

Margo Seltzer (2007)

Chaki Ng, David C. Parkes

We consider the problem of designing fast and strategyproof exchanges for dynamic resource allocation problems in distributed systems. The exchange is implemented as a sequence of auctions, with...

LIMITED DISTRIBUTION NOTICE (2007)

David C. Parkes, Jayant Kalagnanam, Marta Eso

This report has been submitted for publication outside of IBM and will probably be copyrighted if accepted for publication. It has been issued as a Research Report for early dissemination of its...

University of Pennsylvania, (2007)

David C. Parkes

The generalized Vickrey auction (GVA) is a strategy-proof combinatorial auction, in which truthful bidding is the optimal strategy for an agent. In this paper we address a fundamental problem with...

Abstract Cooperative Multiagent Search for Portfolio Selection (2007)

David C. Parkes

We present a new multiagent model for the multiperiod portfolio selection problem. Individual agents receive a share of initial wealth, and follow an investment strategy that adjusts their portfolio...

Using Primal-Dual Algorithms ∗ (2007)

Debasis Mishra, David C. Parkes

The direct Vickrey-Clarke-Groves (VCG) mechanism requires solving underlying optimization problems of the main economy and of every “marginal ” economy. We show that VCG outcome can be...

Mechanisms for Options: Solving the Composability Problem (2007)

Adam I. Juda, David C. Parkes

Abstract. Current auctions often expose bidding agents to two difficult, yet common, problems. First, bidding agents often have the opportunity to participate in successive auctions selling the same...

Approximately-Strategyproof and Tractable (2007)

Multi-unit Auctions, Anshul Kothari, David C. Parkes, Subhash Suri

We present an approximately-efficient and approximately-strategyproof auction mechanism for a single-good multi-unit allocation problem. The bidding language allows marginaldecreasing piecewise...

and (2007)

David C. Parkes, Bernardo A. Huberman

We present a new multiagent model for the multiperiod portfolio selection problem. A system of cooperative agents divide initial wealth and follow individual worst-case optimal investment strategies...

ABSTRACT Faithfulness in Internet Algorithms (2007)

Jeffrey Shneidman, David C. Parkes, Laurent Massoulié

Proving or disproving faithfulness (a property describing robustness to rational manipulation in action as well as information revelation) is an appealing goal when reasoning about distributed...

General Terms (2007)

Jeffrey Shneidman, David C. Parkes

It is useful to prove that an implementation correctly follows a specification. But even with a provably correct implementation, given a choice, would a node choose to follow it? This paper explores...

LIMITED DISTRIBUTION NOTICE (2007)

David C. Parkes, Jayant Kalagnanam, Marta Eso

This report has been submitted for publication outside of IBM and will probably be copyrighted if accepted for publication. It has been issued as a Research Report for early dissemination of its...

ABSTRACT An Auction-Based Method for Decentralized Train Scheduling (2007)

David C. Parkes, Lyle H. Ungar

We present a computational study of an auction-based method for decentralized train scheduling. The method is well suited to the natural information and control structure of modern railroads. We...

Chain: A dynamic double auction framework for matching patient agents (2007)

Jonathan Bredin, David C. Parkes, Quang Duong

In this paper we present and evaluate a general framework for the design of truthful auctions for matching agents in a dynamic, two-sided market. A single commodity, such as a resource or a task, is...

Chain: A dynamic double auction framework for matching patient agents (2007)

Jonathan Bredin, David C. Parkes, Quang Duong

In this paper we present and evaluate a general framework for the design of truthful auctions for matching agents in a dynamic, two-sided market. A single commodity, such as a resource or a task, is...

Multi-Item Vickrey-Dutch Auctions (2007)

Debasis Mishra, David C. Parkes

Descending price auctions are adopted for goods that must be sold quickly and in private values environments, for instance in flower, fish, and tobacco auctions. In this paper, we introduce ex post...

Chain: A dynamic double auction framework for matching patient agents (2007)

Jonathan Bredin, David C. Parkes, Quang Duong

In this paper we present and evaluate a general framework for the design of truthful auctions for matching agents in a dynamic, two-sided market. A single commodity, such as a resource or a task, is...

Efficient online mechanisms for persistent, periodically inaccessible self-interested agents (2007)

Ruggiero Cavallo, David C. Parkes, Satinder Singh

We consider the problem of implementing a system-optimal decision policy in the context of self-interested agents with private state in an uncertain world. Unique to our model is that we allow both...

Specifying and Monitoring Economic Environments using Rights and Obligations ∗ (2007)

Loizos Michael, David C. Parkes, Avi Pfeffer

We provide a formal scripting language to capture the semantics of economic environments. The language is based on a set of well-defined design principles and makes explicit an agent’s rights, as...

An ironing-based approach to adaptive online mechanism design in single-valued domains (2007)

David C. Parkes, Quang Duong

Online mechanism design considers the problem of sequential decision making in a multi-agent system with self-interested agents. The agent population is dynamic and each agent has private information...

Cryptographic securities exchanges (2007)

Christopher Thorpe, David C. Parkes

Abstract. While transparency in financial markets should enhance liquidity, its exploitation by unethical and parasitic traders discourages others from fully embracing disclosure of their own...

Research Statement (2007)

David C. Parkes

My research bridges between computer science and microeconomic theory, specifically around the intersections among multi-agent systems, game theory and optimization. The area of multiagent systems...

1 Summary Research Statement (2007)

David C. Parkes

My research bridges between computer science and microeconomics, specifically around the intersections among multi-agent systems, game theory and optimization. The area of multi-agent systems, a...

Practical secrecy-preserving, verifiably correct and trustworthy auctions (2006)

David C. Parkes, Michael O. Rabin, Stuart M. Shieber, Christopher Thorpe

We present a practical protocol based on homomorphic cryptography for conducting provably fair sealed-bid auctions. The system preserves the secrecy of the bids, even after the announcement of...

Practical secrecy-preserving, verifiably correct and trustworthy auctions (2006)

David C. Parkes, Michael O. Rabin, Stuart M. Shieber, Christopher Thorpe

We present a practical protocol based on homomorphic cryptography for conducting provably fair sealed-bid auctions. The system preserves the secrecy of the bids, even after the announcement of...

MDPOP: Faithful distributed implementation of efficient social choice problems (2006)

Adrian Petcu, Boi Faltings, David C. Parkes

In the efficient social choice problem, the goal is to assign values, subject to side constraints, to a set of variables to maximize the total utility across a population of agents, where each agent...

Practical secrecy-preserving, verifiably correct and trustworthy auctions (2006)

David C. Parkes, Michael O. Rabin, Stuart M. Shieber, D. C. Parkes, M. O. Rabin, S. M. Shieber, ...

We present a practical system for conducting sealed-bid auctions that preserves the secrecy of the bids while providing for verifiable correctness and trustworthiness of the auction. The auctioneer...

Auction design with costly preference elicitation (2005)

David C. Parkes

Abstract. We consider auction design in a setting with costly preference elicitation. We motivate the role of proxy agents, that are situated between bidders and the auction, and maintain partial...

Auction design with costly preference elicitation (2005)

David C. Parkes

Abstract. We consider auction design in a setting with costly preference elicitation. Well designed auctions can help to avoid unnecessary elicitation while determining efficient allocations. Careful...

Mirage: A Microeconomic Resource Allocation System for Sensornet Testbeds (2005)

Brent N. Chun, Philip Buonadonna, Alvin Auyoung, Chaki Ng, David C. Parkes, Jeffrey Shneidman, ...

technical challenges of wireless SensorNets. As the size and demand for these testbeds grow, resource management will become increasingly important to the effectiveness of these environments. In this...

Why Markets Could (But Don't Currently) Solve Resource Allocation Problems in Systems (2005)

Jeffrey Shneidman, Chaki Ng, David C. Parkes, Alvin Auyoung, Alex C. Snoeren, Amin Vahdat, ...

Using market mechanisms for resource allocation in distributed systems is not a new idea, nor is it one that has caught on in practice or with a large body of computer science research. Yet, projects...

Mirage: A Microeconomic Resource Allocation System for Sensornet Testbeds (2005)

Brent N. Chun, Philip Buonadonna, Alvin Auyoung, Chaki Ng, David C. Parkes, Jeffrey Shneidman, ...

resource specifications allow users to specify constraints on the types of resources they seek to acquire. For example, testbed users often need to specify constraints on per-node attributes. In...

TBBL: A Tree-Based Bidding Language for Iterative Combinatorial Exchanges (2005)

Ruggiero Cavallo David, David C. Parkes, Adam I. Juda, Adam Kirsch, Alex Kulesza, Sébastien Lahaie, ...

We present a novel tree-based logical bidding language, TBBL, for preference elicitation in combinatorial exchanges (CEs). TBBL provides new expressiveness for two-sided markets with agents that are...

More on the power of demand queries in combinatorial auctions: Learning atomic languages and handling incentives (2005)

Sébastien Lahaie, Florin Constantin, David C. Parkes

Query learning models from computational learning theory (CLT) can be adopted to perform elicitation in combinatorial auctions. Indeed, a recent elicitation framework demonstrated that the...

ICE: An iterative combinatorial exchange (2005)

David C. Parkes, Ruggiero Cavallo, Nick Elprin, Adam Juda, Sébastien Lahaie, Benjamin Lubin, ...

We present the first design for a fully expressive iterative combinatorial exchange (ICE). The exchange incorporates a tree-based bidding language that is concise and expressive for CEs. Bidders...

An options-based method to solve the composability problem in sequential auctions (2004)

Adam I. Juda, David C. Parkes

Abstract. Current auctions often expose bidding agents to two difficult, yet common, problems. First, bidding agents often have the opportunity to participate in successive auctions selling the same...

Distributed implementations of Vickrey-Clarke-Groves mechanisms (2004)

David C. Parkes

Mechanism design (MD) provides a useful method to implement outcomes with desirable properties in systems with self-interested computational agents. One drawback, however, is that computation is...

Computational Resource Exchanges for Distributed Resource Allocation (2004)

Brent N. Chun, Chaki Ng, Jeannie Albrecht, David C. Parkes, Amin Vahdat

Appropriate abstractions, mechanisms, and policies for resource allocation is quickly emerging as the fundamental problem facing emerging computation and communication environments such as PlanetLab...

Trust-based mechanism design (2004)

Rajdeep K. Dash, Nicholas R. Jennings, David C. Parkes

developed powerful tools for analyzing decision making in systems with multiple autonomous actors. These tools, when tailored to computational settings, provide a foundation for building multiagent...

Using virtual markets to program global behavior in sensor networks (2004)

Geoff Mainl, Laura Kang, Sebastien Lahaie, David C. Parkes, Matt Welsh

This paper presents market-based macroprogramming (MBM), a new paradigm for achieving globally efficient behavior in sensor networks. Rather than programming the individual, low-level behaviors of...

Adaptive limited-supply online auctions (2004)

Mohammad T. Hajiaghayi, Robert Kleinberg, David C. Parkes

We study a limited-supply online auction problem, in which an auctioneer has k goods to sell and bidders arrive and depart dynamically. We suppose that agent valuations are drawn independently from...

Trust-based mechanism design (2004)

Rajdeep K. Dash, Nicholas R. Jennings, David C. Parkes

developed powerful tools for analyzing decision making in systems with multiple autonomous actors. These tools, when tailored to computational settings, provide a foundation for building multiagent...

Trust-based mechanism design (2004)

Rajdeep K. Dash, Nicholas R. Jennings, David C. Parkes

developed powerful tools for analyzing decision making in systems with multiple autonomous actors. These tools, when tailored to computational settings, provide a foundation for building multiagent...

Faithfulness in Internet Algorithms (2004)

Jeffrey Shneidman, David C. Parkes, Laurent Massoulie

Proving or disproving faithfulness (a property describing robustness to rational manipulation in action as well as information revelation) is an appealing goal when reasoning about distributed...

Hard-to-Manipulate VCG-Based Auctions (2004)

Saurabh Sanghvi David, David C. Parkes

Mechanism design provides a framework to solve distributed optimization problems in systems of self-interested agents. The combinatorial auction is one such problem, in which there is a set of...

GROWRANGE: Anytime VCG-Based Mechanisms (2004)

David Parkes Division, David C. Parkes

We introduce anytime mechanisms for distributed optimization with self-interested agents. Anytime mechanisms retain good incentive properties even when interrupted before the optimal solution is...

Specifying and Monitoring Market Mechanisms (2004)

Using Rights And, Loizos Michael, David C. Parkes, Avi Pfeffer

We provide a formal scripting language to capture the semantics of market mechanisms. The language is based on a set of welldefined principles, and is designed to capture an agent's rights, as...

Applying Learning Algorithms to Preference Elicitation (2004)

Sebastien M. Lahaie, David C. Parkes

We consider the parallels between the preference elicitation problem in combinatorial auctions and the problem of learning an unknown function from learning theory. We show that learning algorithms...

Adaptive Limited-Supply Online Auctions (2004)

Mohammad T. Hajiaghayi, Robert Kleinberg, David C. Parkes

We study a limited-supply online auction problem, in which an auctioneer has k goods to sell and bidders arrive and depart dynamically. We suppose that agent valuations are drawn independently from...

Specifying and Monitoring Market Mechanisms (2004)

Using Rights And, Loizos Michael, David C. Parkes, Avi Pfeffer

We provide a formal scripting language to capture the semantics of market mechanisms. The language is based on a set of welldefined principles, and is designed to capture an agent's rights, as...

A Simple Ascending Generalized Vickrey Auction (2004)

David Parkes Debasis, David C. Parkes, Debasis Mishra, Lyle H. Ungar

We design a simple ascending Vickrey auction for the combinatorial allocation problem.

Challenge Problem: Agent-Mediated Decentralized Information Mechanisms,” Agentcities: Challenges in Open Agent Environments (2003)

David C. Parkes

Abstract. Pervasive computing, driven by faster, cheaper and smaller devices, and wireless networking technology, promises to make people perpetual users of a massive and decentralized computational...

Strategyproof mechanisms for ad hoc network formation (2003)

C. Jason Woodard, David C. Parkes

Agents in a peer-to-peer system typically have incentives to influence its network structure, either to reduce their costs or to increase their ability to capture value. The problem is compounded...

Using redundancy to improve robustness of distributed mechanism implementations (2003)

Jeffrey Shneidman, David C. Parkes

This paper introduces computation compatibility and communication compatibility as requirements for a distributed mechanism implementation. Just as payments are used to create incentive compatible...

Virtual Worlds: Fast and Strategyproof Auctions for Dynamic Resource Allocation (2003)

Chaki Ng, David C. Parkes, Margo Seltzer

We consider the problem of designing fast and strategyproof auction mechanisms for dynamic resource allocation problems in distributed systems. We propose a scalable design for an exchange for data...

Approximately-strategyproof and tractable multi-unit auctions (2003)

Anshul Kothari, David C. Parkes, Subhash Suri

We present an approximately-efficient and approximatelystrategyproof auction mechanism for a single-good multi-unit allocation problem. The bidding language in our auctions allows marginal-decreasing...

Preference elicitation in proxied multiattribute auctions (2003)

Aditya V. Sunderam, David C. Parkes

We consider the problem of minimizing preference elicitation in efficient multiattribute auctions, that support dynamic negotiation over non-price based attributes such as quality, time-of-delivery,...

Pricing WiFi at starbucks: issues in online mechanism design (2003)

Eric J. Friedman, David C. Parkes

We consider the problem of designing mechanisms for online problems in which agents arrive over time and the mechanism is unaware of the agent until the agent announces her arrival. Problems of this...

Rationality and Self-Interest in Peer to Peer Networks (2003)

Jeffrey Shneidman, David C. Parkes

Much of the existing work in peer to peer networking assumes that users will follow prescribed protocols without deviation. This assumption ignores the user's ability to modify the behavior of...

Virtual Worlds: Fast and Strategyproof Auctions for Dynamic Resource Allocation (2003)

Chaki Ng, David C. Parkes, Margo Seltzer

We consider the problem of designing fast and strategyproof auction mechanisms for dynamic resource allocation problems in distributed systems. We propose a scalable design for an exchange for data...

Preference elicitation in proxied multiattribute auctions (2003)

Aditya V. Sunderam, David C. Parkes

We consider the problem of preference elicitation in multiattribute auctions. Multiattribute auctions allow multilateral negotiation over non-price based attributes such as quality, timeof-delivery,...

Strategyproof Computing: Systems infrastructures for self-interested parties (2003)

Chaki Ng, David C. Parkes, Margo Seltzer

The widespread deployment of high-speed internet access is ushering in a new era of distributed computing, in which parties both contribute to a global pool of shared resources and access the pooled...

Preference elicitation in proxied multiattribute auctions (2003)

Aditya V. Sunderam, David C. Parkes

We consider the problem of preference elicitation in multiattribute auctions. Multiattribute auctions allow multilateral negotiation over non-price based attributes such as quality, timeof-delivery,...

Pricing WiFi at starbucks: issues in online mechanism design (2003)

Eric J. Friedman, David C. Parkes

We consider the problem of designing mechanisms for online problems in which agents re'rive over time and truthfully announce their an'ival. These problems are becoming extremely common in...

Strategyproof mechanisms for ad hoc network formation (2003)

C. Jason Woodard, David C. Parkes

Agents in a peer-to-peer system typically have incentives to influence its network structure, either to reduce their costs or to increase their ability to capture value. The problem is compounded...

Virtual Worlds: Fast and Strategyproof Auctions for Dynamic Resource Allocation (2003)

Chaki Ng, David C. Parkes

We consider the problem of designing fast and strategyproof exchanges for dynamic resource allocation problems in distributed systems. The exchange is implemented as a sequence of auctions, with...

An MDP-based approach to Online Mechanism Design (2003)

David C. Parkes, Satinder Singh

Online mechanism design (MD) considers the problem of providing incentives to implement desired system-wide outcomes in systems with self-interested agents that arrive and depart dynamically. Agents...

Overcoming rational manipulation in distributed mechanism implementations (2003)

Jeffrey Shneidman, David C. Parkes, Margo Seltzer

Distributed systems are increasingly made up of nodes governed by disparate self-interested parties. These parties can be modeled as rational (in a game theoretic sense) utility-maximizing players...

Computational Mechanism Design : A Call to Arms (2003)

Rajdeep K. Dash, Nicholas R. Jennings, David C. Parkes

ents adopt. Against this background, we examine the field of computational-mechanism design. CMD provides an elegant mathematical framework in which to study protocols that give the agents incentive...

An MDP-Based Approach to Online Mechanism Design (2003)

David C. Parkes, Satinder Singh

Online mechanism design considers the problem of providing incentives to implement desired system-wide outcomes in dynamic systems of selfinterested agents. An agent has private information about its...

Choosing Samples to Compute Heuristic-Strategy Nash (2003)

William Walsh David, David C. Parkes, Rjarshi Das

Auctions define games of incomplete information for which it is often too hard to compute the exact Bayesian-Nash equilibrium. Instead, the infinite strategy space is often populated with heuristic...

An MDP-Based Approach to Online Mechanism Design (2003)

David C. Parkes, Satinder Singh

Online mechanism design (MD) considers the problem of providing incentives to implement desired system-wide outcomes in systems with self-interested agents that arrive and depart dynamically.

An ascending-price generalized Vickrey auction (2002)

David C. Parkes, Lyle H. Ungar

A simple characterization of the equilibrium conditions required to compute Vickrey payments in the Combinatorial Allocation Problem leads to an ascending price Generalized Vickrey Auction. The...

Price-based information certificates for minimal-revelation combinatorial auctions (2002)

David C. Parkes

Abstract. The equilibrium of the direct-revelation Vickrey-Clarke-Groves (VCG) mechanism for combinatorial auctions requires every agent to provide complete information about its preferences. Not...

Notes on indirect and direct implementations of core outcomes (2002)

David C. Parkes

This note presents a partial characterization of the core outcome implemented in the ascendingproxy combinatorial auction, which is demonstrated to terminate at a core point intermediate between...

Approximately-Strategyproof and Tractable Multi-Unit Auctions (2002)

Anshul Kothari, David C. Parkes, Subhash Suri

We present a fully polynomial-time approximation scheme for the single-good multi-unit auction problem. Our scheme is both approximately e#cient and approximately strategyproof. We consider both a...

An Ascending-Price Generalized Vickrey Auction,” Discussion paper (2002)

David C. Parkes, Lyle H. Ungar

A simple characterization of the equilibrium conditions required to compute Vickrey payments in the Combinatorial Allocation Problem leads to an ascending price Generalized Vickrey Auction. The...

Achieving budget-balance with vickrey-based payment schemes in exchanges (2001)

David C. Parkes

Generalized Vickrey mechanisms have received wide attention in the literature because they are efficient and strategyproof, i.e. truthful bidding is optimal whatever the bids of other agents. However...

Approximate and compensate: A method for risk-sensitive metadeliberation and continual computation (2001)

David C. Parkes

We present a flexible procedure for a resource-bounded agent to allocate limited computational resources to on-line problem solving. Our APPROXIMATE AND COMPENSATE methodology extends a well-known...

Achieving budget-balance with vickrey-based payment schemes in exchanges (2001)

David C. Parkes

Generalized Vickrey mechanisms have received wide attention in the literature because they are efficient and strategyproof, i.e. truthful bidding is optimal whatever the bids of other agents. However...

Achieving budget-balance with vickrey-based payment schemes in exchanges (2001)

David C. Parkes, Jayant Kalagnanam, Marta Eso

Generalized Vickrey mechanisms have received wide attention in the literature because they are efficient and strategyproof, i.e. truthful bidding is optimal whatever the bids of other agents. However...

Achieving budget-balance with vickrey-based payment schemes in exchanges (2001)

David C. Parkes, Jayant Kalagnanam, Marta Eso

Generalized Vickrey mechanisms have received wide attention in the literature because they are efficient and strategyproof, i.e. truthful bidding is optimal whatever the bids of other agents. However...

An auction-based method for decentralized train scheduling (2001)

David C. Parkes, Lyle H. Ungar

We present a computational study of an auction-based method for decentralized train scheduling. The method is well suited to the natural information and control structure of modern railroads. We...

Approximate and compensate: A method for risk-sensitive metadeliberation and continual computation (2001)

David C. Parkes, Lloyd G. Greenwald

We present a flexible procedure for a resourcebounded agent to allocate limited computational resources to on-line problem solving. Our AP-PROXIMATE AND COMPENSATE methodology extends a well-known...

Approximate and compensate: A method for risk-sensitive metadeliberation and continual computation (2001)

David C. Parkes, Lloyd G. Greenwald

We present a flexible procedure for a resourcebounded agent to allocate limited computational resources to on-line problem solving. Our AP-PROXIMATE AND COMPENSATE methodology extends a well-known...

Multi-agent cooperative search for portfolio selection (2001)

David C. Parkes, Bernardo A. Huberman

We present a new multiagent model for the multiperiod portfolio selection problem. A system of cooperative agents divide initial wealth and follow individual worst-case optimal investment strategies...

Approximate and compensate: A method for risk-sensitive metadeliberation and continual computation (2001)

David C. Parkes

We present a flexible procedure for a resourcebounded agent to allocate limited computational resources to on-line problem solving. Our AP-PROXIMATE AND COMPENSATE methodology extends a well-known...

Approximate and compensate: A method for risk-sensitive metadeliberation and continual computation (2001)

David C. Parkes, Lloyd G. Greenwald

We present a flexible procedure for a resourcebounded agent to allocate limited computational resources to on-line problem solving. Our AP-PROXIMATE AND COMPENSATE methodology extends a well-known...

Preventing strategic manipulation in iterative auctions: Proxy agents and price-adjustment (2000)

David C. Parkes, Lyle H. Ungar

Iterative auctions have many computational advantages over sealed-bid auctions, but can present new possibilities for strategic manipulation. We propose a two-stage technique to make iterative...

Iterative combinatorial auctions: theory and practice (2000)

David C. Parkes, Lyle H. Ungar

Combinatorial auctions, which allow agents to bid directly for bundles of resources, are necessary for optimal auction-based solutions to resource allocation problems with agents that have...

Optimal auction design for agents with hard valuation problems (1999)

David C. Parkes

Abstract. As traditional commerce moves on-line more business transactions will be mediated by software agents, and the ability of agentmediated electronic marketplaces to e ciently allocate...

Accounting for Cognitive Costs in On-line Auction Design (1999)

David C. Parkes, Lyle H. Ungar

Abstract. Many auction mechanisms, including first and second price ascending and sealed bid auctions, have been proposed and analyzed in the economics literature. We compare the usefulness of...

iBundle: an efficient ascending price bundle auction (1999)

David C. Parkes

dparkes(unagi.cis.upenn.edu Standard auction mechanisms often break down in important e-commerce applications, where agents demand bundles of complementary resources, i.e. "I only want B if...

Optimal auction design for agents with hard valuation problems (1999)

David C. Parkes

Abstract. As traditional commerce moves on-line more business transactions will be mediated by software agents, and the ability of agentmediated electronic marketplaces to e ciently allocate...

Accounting for Cognitive Costs in On-line Auction Design (1999)

David C. Parkes, Lyle H. Ungar, Dean P. Foster

Many auction mechanisms, including first and second price ascending and sealed bid auctions, have been proposed and analyzed in the economics literature. We compare the usefulness of different...

Optimal Auction Design for Agents with Hard Valuation Problems (1999)

David C. Parkes

As traditional commerce moves on-line more business transactions will be mediated by software agents, and the ability of agentmediated electronic marketplaces to efficiently allocate resources will...

iBundle: An Efficient Ascending Price Bundle Auction (1999)

David C. Parkes

Standard auction mechanisms often break down in important e-commerce applications, where agents demand bundles of complementary resources, i.e. "I only want B if I also get A". This paper...

Bounded Rationality (1999)

David C. Parkes

Russell and Wefald (Russell & Wefald 1991) propose that the study of resource-bounded intelligent systems should be central to artificial intelligence. A resource-bounded agent acting in a...

Cost and Trust Issues in On-Line Auctions (1998)

Lyle H. Ungar, David C. Parkes, Dean P. Foster

Abstract. Many auction mechanisms, including rst and second-price ascending and sealed-bid auctions, have been proposed and analyzed in the economics literature. We compare the usefulness of di erent...

Cost and Trust Issues in On-Line Auctions (1998)

Lyle H. Ungar, David C. Parkes, Dean P. Foster

Many auction mechanisms, including first and second-price ascending and sealed-bid auctions, have been proposed and analyzed in the economics literature. We compare the usefulness of different...

Rediscovering Cooperative Work'. Keynote Address (1989)

Debasis Mishra, David C. Parkes

We consider an economy with one seller and m selfish buyers. The seller has n indivisible heterogeneous items to sell and each buyer wants at most one of those items. Buyers have private, independent...

Rediscovering Cooperative Work'. Keynote Address (1989)

Debasis Mishra, David C. Parkes

Descending price auctions are adopted for goods that must be sold quickly and in private values environments, for instance in flower, fish, and tobacco auctions. In this paper, we introduce ex post...

Multiagent Cooperative Search for Portfolio Selection

David C. Parkes, Bernardo A. Huberman

We present a new multiagent model for the multiperiod portfolio selection problem. Individual agents each receive a share of initial wealth, and follow a worst-case optimal sequence of portfolio...

Multiagent Cooperative Search for Portfolio Selection

David C. Parkes, Bernardo A. Huberman

We present a new multiagent model for the multiperiod portfolio selection problem. Individual agents each receive a share of initial wealth, and follow an investment strategy to adjust their...

Multi-item Vickrey-Dutch auctions

Debasis Mishra, David C. Parkes

Descending price auctions are adopted for goods that must be sold quickly and in private values environments, for instance in flower, fish, and tobacco auctions. In this paper, we introduce ex post...

Multi-item Vickrey-Dutch auctions

Mishra, Debasis, Parkes, David C.

Descending price auctions are adopted for goods that must be sold quickly and in private values environments, for instance in flower, fish, and tobacco auctions. In this paper, we introduce efficient...