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MOBIMEDIA
2007
15 years 8 months ago
Providing reliability and QoS in multi-hop wireless networks: the ADHOCSYS approach
Multi-hop wireless networks appear as a promising means for providing broadband Internet access in rural and mountain regions. Reliability and QoS are among others two important a...
Paolo Bucciol, Luca Leschiutta, Nikos Fragoulis, F...
MASCOTS
2004
15 years 8 months ago
Simulating Internet Worms
The accurate and efficient modeling of Internet worms is a particularly challenging task for network simulation tools. The atypical and aggressive behavior of these worms can easi...
George F. Riley, Monirul I. Sharif, Wenke Lee
EUSFLAT
2003
15 years 8 months ago
Stability of backpropagation learning rule
A control of real processes requires different approach to neural network learning. The presented modification of backpropagation learning algorithm changes a meaning of learning...
Petr Krupanský, Petr Pivoñka, Jiri D...
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NIPS
2001
15 years 8 months ago
Reinforcement Learning with Long Short-Term Memory
This paper presents reinforcement learning with a Long ShortTerm Memory recurrent neural network: RL-LSTM. Model-free RL-LSTM using Advantage learning and directed exploration can...
Bram Bakker
AIPRF
2007
15 years 8 months ago
Instinct and Learning Synergy in Simulated Foraging Using a Neural Network
Instinct and experience are shown to form a potent combination to achieve effective foraging in a simulated environment. A neural network capable of evolving instinct-related neur...
Thomas E. Portegys