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UAI
2000
13 years 11 months ago
Nash Convergence of Gradient Dynamics in General-Sum Games
Multi-agent games are becoming an increasingly prevalent formalism for the study of electronic commerceand auctions. The speed at which transactions can take place and the growing...
Satinder P. Singh, Michael J. Kearns, Yishay Manso...
AIPS
1994
13 years 11 months ago
Planning for Dynamic Configuration of Component-based Architectures
The Scenario-based Engineering Process (SEP)is a novel approachto developingcomplexsystems.SEPbuilds newapplication systemsthrougha selectionprocessthat groupsprimitive components...
Gail Haddock
DIMVA
2009
13 years 10 months ago
A Case Study on Asprox Infection Dynamics
Abstract. The Asprox infection weaves a complex chain of dependencies involving bots that perform SQL injections on vulnerable web servers, and visitors whose machines get compromi...
Youngsang Shin, Steven A. Myers, Minaxi Gupta
ICANN
2010
Springer
13 years 10 months ago
Reinforcement Learning Based Neural Controllers for Dynamic Processes without Exploration
Abstract. In this paper we present a Reinforcement Learning (RL) approach with the capability to train neural adaptive controllers for complex control problems without expensive on...
Frank-Florian Steege, André Hartmann, Erik ...
FUIN
2008
177views more  FUIN 2008»
13 years 9 months ago
A Multi-facet Approach to Dynamic Agent Systems
We are concerned with the problem of defining a complex, hybrid, agent based discrete system in a modular way. The modularity results from looking at the system from a number of di...
Marek A. Bednarczyk, Wieslaw Pawlowski, Luca Berna...