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Utility and mechanism design in multi-agent systems: An overview
Future cities promise to be more autonomous than ever, largely owing to our ability of
coordinating complex systems in real time: fleets of self-driving cars will offer on-demand …
coordinating complex systems in real time: fleets of self-driving cars will offer on-demand …
The price of anarchy in auctions
This survey outlines a general and modular theory for proving approximation guarantees for
equilibria of auctions in complex settings. This theory complements traditional economic …
equilibria of auctions in complex settings. This theory complements traditional economic …
Communication complexity (for algorithm designers)
T Roughgarden - Foundations and Trends® in Theoretical …, 2016 - nowpublishers.com
This text collects the lecture notes from the author's course" Communication Complexity (for
Algorithm Designers)," taught at Stanford in the winter quarter of 2015. The two primary …
Algorithm Designers)," taught at Stanford in the winter quarter of 2015. The two primary …
Price of anarchy for auction revenue
This paper develops tools for welfare and revenue analyses of Bayes-Nash equilibria in
asymmetric auctions with single-dimensional agents. We employ these tools to derive price …
asymmetric auctions with single-dimensional agents. We employ these tools to derive price …
Bayesian combinatorial auctions
We study the following simple Bayesian auction setting: m items are sold to n selfish bidders
in m independent second-price auctions. Each bidder has a private valuation function that …
in m independent second-price auctions. Each bidder has a private valuation function that …
Barriers to near-optimal equilibria
T Roughgarden - 2014 IEEE 55th Annual Symposium on …, 2014 - ieeexplore.ieee.org
This paper explains when and how communication and computational lower bounds for
algorithms for an optimization problem translate to lower bounds on the worst-case quality of …
algorithms for an optimization problem translate to lower bounds on the worst-case quality of …
Inefficiency of standard multi-unit auctions
We study two standard multi-unit auction formats for allocating multiple units of a single good
to multi-demand bidders. The first one is the Discriminatory Auction, which charges every …
to multi-demand bidders. The first one is the Discriminatory Auction, which charges every …
Correlated and coarse equilibria of single-item auctions
We study correlated equilibria and coarse equilibria of simple first-price single-item auctions
in the simplest auction model of full information. Nash equilibria are known to always yield …
in the simplest auction model of full information. Nash equilibria are known to always yield …
Poa of simple auctions with interdependent values
We expand the literature on the price of anarchy (PoA) of simultaneous item auctions by
considering settings with correlated values; we do this via the fundamental economic model …
considering settings with correlated values; we do this via the fundamental economic model …
Settling the communication complexity of combinatorial auctions with two subadditive buyers
We study the communication complexity of welfare maximization in combinatorial auctions
with m items and two players with subadditive valuations. We show that outperforming the …
with m items and two players with subadditive valuations. We show that outperforming the …