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ATAL
2015
Springer
5 years 7 months ago
Capability Models and Their Applications in Planning
One important challenge for a set of agents to achieve more efficient collaboration is for these agents to maintain proper models of each other. An important aspect of these mode...
Yu Zhang, Sarath Sreedharan, Subbarao Kambhampati
ATAL
2015
Springer
5 years 7 months ago
Empirical Analysis of Reputation-aware Task Delegation by Humans from a Multi-agent Game
Han Yu, Han Lin, Sufang Lim, Jun Lin, Zhiqi Shen, ...
ATAL
2015
Springer
5 years 7 months ago
Selecting Robust Strategies Based on Abstracted Game Models
g Robust Strategies Based on Abstracted Game Models Oscar Veliz and Christopher Kiekintveld Game theory is a tool for modeling multi-agent decision problems and has been used to gr...
Oscar Veliz, Christopher Kiekintveld
ATAL
2015
Springer
5 years 7 months ago
Information Disclosure as a Means to Security
In this paper we present a novel Stackelberg-type model of security domains: Security Assets aSsignment with Information disclosure (SASI). The model combines both the features of...
Zinovi Rabinovich, Albert Xin Jiang, Manish Jain, ...
ATAL
2015
Springer
5 years 7 months ago
Are Aggressive Agents as Scary as Aggressive Humans?
Most research into intelligent virtual agents focuses on agents with a positive stance towards the user. Nevertheless, the development of virtual agents that show aggressive behav...
Romy Blankendaal, Tibor Bosse, Charlotte Gerritsen...
ATAL
2015
Springer
5 years 7 months ago
Two-Timescale Algorithms for Learning Nash Equilibria in General-Sum Stochastic Games
We consider the problem of finding stationary Nash equilibria (NE) in a finite discounted general-sum stochastic game. We first generalize a non-linear optimization problem fro...
H. L. Prasad, Prashanth L. A., Shalabh Bhatnagar
ATAL
2015
Springer
5 years 7 months ago
Multi-Scale Reward Shaping via an Off-Policy Ensemble
Anna Harutyunyan, Tim Brys, Peter Vrancx, Ann Now&...
ATAL
2015
Springer
5 years 7 months ago
Large Neighborhood Search with Quality Guarantees for Distributed Constraint Optimization Problems
Abstract. The field of Distributed Constraint Optimization has gained momentum in recent years, thanks to its ability to address various applications related to multi-agent cooper...
Ferdinando Fioretto, Federico Campeotto, Agostino ...
ATAL
2015
Springer
5 years 7 months ago
Adversarial Modeling in the Robotic Coverage Problem
The general problem of covering an area is a fundamental problem in robotics with applications in various domains. In a recently introduced version of the problem, adversarial cov...
Roi Yehoshua, Noa Agmon
ATAL
2015
Springer
5 years 7 months ago
"A Game of Thrones": When Human Behavior Models Compete in Repeated Stackelberg Security Games
Several competing human behavior models have been proposed to model and protect against boundedly rational adversaries in repeated Stackelberg security games (SSGs). However, thes...
Debarun Kar, Fei Fang, Francesco Maria Delle Fave,...
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