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DSN
2005
IEEE
15 years 10 months ago
Modeling and Automated Containment of Worms
Self-propagating codes, called worms, such as Code Red, Nimda, and Slammer, have drawn significant attention due to their enormous adverse impact on the Internet. There is a grea...
Sarah H. Sellke, Ness B. Shroff, Saurabh Bagchi
SYNASC
2005
IEEE
97views Algorithms» more  SYNASC 2005»
15 years 10 months ago
A Reinforcement Learning Algorithm for Spiking Neural Networks
The paper presents a new reinforcement learning mechanism for spiking neural networks. The algorithm is derived for networks of stochastic integrate-and-fire neurons, but it can ...
Razvan V. Florian
ATAL
2005
Springer
15 years 10 months ago
Multiagent coordination by Extended Markov Tracking
We present here Extended Markov Tracking (EMT), a computationally tractable method for the online estimation of Markovian system dynamics, along with experimental support for its ...
Zinovi Rabinovich, Jeffrey S. Rosenschein
ECML
2005
Springer
15 years 10 months ago
Using Rewards for Belief State Updates in Partially Observable Markov Decision Processes
Partially Observable Markov Decision Processes (POMDP) provide a standard framework for sequential decision making in stochastic environments. In this setting, an agent takes actio...
Masoumeh T. Izadi, Doina Precup
116
Voted
CG
2004
Springer
15 years 9 months ago
Strategic Interactions in the TAC 2003 Supply Chain Tournament
The TAC 2003 supply-chaingame presented automated trading agents with a challenging strategic problem. Embedded within a complex stochastic environment was a pivotal strategic deci...
Joshua Estelle, Yevgeniy Vorobeychik, Michael P. W...