[HTML][HTML] A survey on mixed-integer programming techniques in bilevel optimization
Bilevel optimization is a field of mathematical programming in which some variables are
constrained to be the solution of another optimization problem. As a consequence, bilevel …
constrained to be the solution of another optimization problem. As a consequence, bilevel …
[HTML][HTML] A survey on bilevel optimization under uncertainty
Bilevel optimization is a very active field of applied mathematics. The main reason is that
bilevel optimization problems can serve as a powerful tool for modeling hierarchical …
bilevel optimization problems can serve as a powerful tool for modeling hierarchical …
Open problems in cooperative ai
Problems of cooperation--in which agents seek ways to jointly improve their welfare--are
ubiquitous and important. They can be found at scales ranging from our daily routines--such …
ubiquitous and important. They can be found at scales ranging from our daily routines--such …
Stackelberg security games: Looking beyond a decade of success
Abstract The Stackelberg Security Game (SSG) model has been immensely influential in
security research since it was introduced roughly a decade ago. Furthermore, deployed SSG …
security research since it was introduced roughly a decade ago. Furthermore, deployed SSG …
Sample-efficient learning of stackelberg equilibria in general-sum games
Real world applications such as economics and policy making often involve solving multi-
agent games with two unique features:(1) The agents are inherently asymmetric and …
agent games with two unique features:(1) The agents are inherently asymmetric and …
[PDF][PDF] Playing games for security: An efficient exact algorithm for solving Bayesian Stackelberg games
In a class of games known as Stackelberg games, one agent (the leader) must commit to a
strategy that can be observed by the other agent (the follower or adversary) before the …
strategy that can be observed by the other agent (the follower or adversary) before the …
Online learning in stackelberg games with an omniscient follower
We study the problem of online learning in a two-player decentralized cooperative
Stackelberg game. In each round, the leader first takes an action, followed by the follower …
Stackelberg game. In each round, the leader first takes an action, followed by the follower …
[PDF][PDF] Deployed armor protection: the application of a game theoretic model for security at the los angeles international airport
Security at major locations of economic or political importance is a key concern around the
world, particularly given the threat of terrorism. Limited security resources prevent full …
world, particularly given the threat of terrorism. Limited security resources prevent full …
[PDF][PDF] Computing optimal randomized resource allocations for massive security games
Predictable allocations of security resources such as police officers, canine units, or
checkpoints are vulnerable to exploitation by attackers. Recent work has applied game …
checkpoints are vulnerable to exploitation by attackers. Recent work has applied game …
[PDF][PDF] Protect: A deployed game theoretic system to protect the ports of the united states
While three deployed applications of game theory for security have recently been reported at
AAMAS [12], we as a community remain in the early stages of these deployments; there is a …
AAMAS [12], we as a community remain in the early stages of these deployments; there is a …