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» Sensible Agents: Demonstration of Dynamic Adaptive Autonomy
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MATA
2001
Springer
177views Communications» more  MATA 2001»
15 years 2 months ago
A Self-adaptable Agent System for Efficient Information Gathering
As networks become all-pervasive the importance of efficient information gathering for purposes such as monitoring, fault diagnosis, and performance evaluation can only increase. E...
Antonio Liotta, George Pavlou, Graham Knight
ECML
2007
Springer
15 years 1 months ago
Efficient Continuous-Time Reinforcement Learning with Adaptive State Graphs
Abstract. We present a new reinforcement learning approach for deterministic continuous control problems in environments with unknown, arbitrary reward functions. The difficulty of...
Gerhard Neumann, Michael Pfeiffer, Wolfgang Maass
PERCOM
2005
ACM
15 years 9 months ago
Adaptive Location Management Scheme for Mobile IP
Mobile IP is a common standard to support global mobility of mobile hosts (MHs). One of the major problems for the Mobile IP is frequent location update and high signaling overhea...
Ha Won Kim, Sung Je Hong, Jong Kim
ATAL
2003
Springer
15 years 3 months ago
How to calm hyperactive agents
System performance in multi-agent resource allocation systems can often improve if individual agents reduce their activity. Agents in such systems need a way to modulate their ind...
H. Van Dyke Parunak, Sven Brueckner, Robert S. Mat...
IAT
2006
IEEE
15 years 4 months ago
A Q-decomposition LRTDP Approach to Resource Allocation
This paper contributes to solve effectively stochastic resource allocation problems known to be NP-Complete. To address this complex resource management problem, the merging of tw...
Pierrick Plamondon, Brahim Chaib-draa, Abder Rezak...