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» A Multi-facet Approach to Dynamic Agent Systems
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ECML
2007
Springer
13 years 11 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
ESWS
2010
Springer
14 years 8 days ago
Reactive Policies for the Semantic Web
Semantic Web policies are general statements defining the behavior of a system that acts on behalf of real users. These policies have various applications ranging from dynamic age...
Piero A. Bonatti, Philipp Kärger, Daniel Olme...
TROB
2008
159views more  TROB 2008»
13 years 7 months ago
Distributed Connectivity Control of Mobile Networks
Control of mobile networks raises fundamental and novel problems in controlling the structure of the resulting dynamic graphs. In particular, in applications involving mobile senso...
Michael M. Zavlanos, George J. Pappas
EVOW
2009
Springer
14 years 2 months ago
Life's What You Make: Niche Construction and Evolutionary Art
This paper advances new methods for ecosystemic approaches to evolutionary music and art. We explore the biological concept of the niche and its role in evolutionary dynamics, appl...
Jon McCormack, Oliver Bown
AIPS
2008
13 years 9 months ago
Criticality Metrics for Distributed Plan and Schedule Management
We address the problem of coordinating the plans and schedules for a team of agents in an uncertain and dynamic environment. Bounded rationality, bounded communication, subjectivi...
Rajiv T. Maheswaran, Pedro A. Szekely