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ATAL
2010
Springer
14 years 10 months ago
Avoiding the prisoner's dilemma in auction-based negotiations for highly rugged utility spaces
There is a number of recent research lines addressing complex negotiations in highly rugged utility spaces. However, most of them focus on overcoming the problems imposed by the c...
Ivan Marsá-Maestre, Miguel A. López-...
DARS
2000
Springer
173views Robotics» more  DARS 2000»
15 years 1 months ago
On Behavior Classification in Adversarial Environments
In order for robotic systems to be successful in domains with other agents possibly interfering with the accomplishing of goals, the agents must be able to adapt to the opponents&#...
Patrick Riley, Manuela M. Veloso
ATAL
2010
Springer
14 years 11 months ago
Basis function construction for hierarchical reinforcement learning
This paper introduces an approach to automatic basis function construction for Hierarchical Reinforcement Learning (HRL) tasks. We describe some considerations that arise when con...
Sarah Osentoski, Sridhar Mahadevan
IEAAIE
2009
Springer
15 years 4 months ago
An Agent Model of Temporal Dynamics in Relapse and Recurrence in Depression
Abstract Unipolar depression is a mental disorder characterized by a persistent low mood and loss of awareness or contentment in usual activities [1]. Despite the modern era of pha...
Azizi Ab Aziz, Michel C. A. Klein, Jan Treur
AAAI
2010
14 years 11 months ago
The Model-Based Approach to Autonomous Behavior: A Personal View
The selection of the action to do next is one of the central problems faced by autonomous agents. In AI, three approaches have been used to address this problem: the programming-b...
Hector Geffner