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ATAL
2015
Springer
8 years 7 months ago
TAC AdX'14: Autonomous Agents for Realtime Ad Exchange
Ad exchange, as a new advertising trading form, has been widely applied nowadays. It is an automatic marketplace requiring autonomous ad networks to bid for ad slots on web pages ...
Bingyang Tao, Fan Wu, Guihai Chen
ATAL
2015
Springer
8 years 7 months ago
Learning Inter-Task Transferability in the Absence of Target Task Samples
In a reinforcement learning setting, the goal of transfer learning is to improve performance on a target task by re-using knowledge from one or more source tasks. A key problem in...
Jivko Sinapov, Sanmit Narvekar, Matteo Leonetti, P...
ATAL
2015
Springer
8 years 7 months ago
To Handle, to Learn and to Manipulate the Attacker's (Uncertain) Payoffs in Security Games: Doctoral Consortium
Stackelberg security games (SSGs) are now established as a powerful tool in security domains. In order to compute the optimal strategy for the defender in SSG model, the defender ...
Yundi Qian
ATAL
2015
Springer
8 years 7 months ago
Multiple Referenda and Multiwinner Elections Using Hamming Distances: Complexity and Manipulability
We study multiple referenda and committee elections, when the ballot of each voter is simply a set of approved binary issues (or candidates). Two well-known rules under this model...
Georgios Amanatidis, Nathanaël Barrot, J&eacu...
ATAL
2015
Springer
8 years 7 months ago
Norm Establishment Constrained by Limited Resources
Samhar Mahmoud, Simon Miles, Adel Taweel, Brendan ...
ATAL
2015
Springer
8 years 7 months ago
A Truthful Budget Feasible Multi-Armed Bandit Mechanism for Crowdsourcing Time Critical Tasks
Motivated by allocation and pricing problems faced by service requesters on modern crowdsourcing platforms, we study a multi-armed bandit (MAB) problem with several realworld feat...
Arpita Biswas, Shweta Jain, Debmalya Mandal, Y. Na...
ATAL
2015
Springer
8 years 7 months ago
Manipulating the Probabilistic Serial Rule
The probabilistic serial (PS) rule is one of the most prominent randomized rules for the assignment problem. It is well-known for its desirable fairness and welfare properties. Ho...
Haris Aziz, Serge Gaspers, Simon Mackenzie, Nichol...
ATAL
2015
Springer
8 years 7 months ago
Every Team Deserves a Second Chance: An Interactive 9x9 Go Experience (Demonstration)
We show that without using any domain knowledge, we can predict the final performance of a team of voting agents, at any step towards solving a complex problem. This demo allows ...
Leandro Soriano Marcolino, Vaishnavh Nagarajan, Mi...
ATAL
2015
Springer
8 years 7 months ago
Fractional Hedonic Games: Individual and Group Stability
Coalition formation provides a versatile framework for analyzing cooperative behavior in multi-agent systems. In particular, hedonic coalition formation has gained considerable at...
Florian Brandl, Felix Brandt, Martin Strobel