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ICANN
2007
Springer
16 years 1 months ago
Solving Deep Memory POMDPs with Recurrent Policy Gradients
Abstract. This paper presents Recurrent Policy Gradients, a modelfree reinforcement learning (RL) method creating limited-memory stochastic policies for partially observable Markov...
Daan Wierstra, Alexander Förster, Jan Peters,...
KI
2007
Springer
16 years 1 months ago
Location-Based Activity Recognition
Learning patterns of human behavior from sensor data is extremely important for high-level activity inference. We show how to extract and label a person’s activities and signiļ¬...
Dieter Fox
KIVS
2007
Springer
16 years 1 months ago
Dynamic Algorithms in Multi-user OFDM Wireless Cells
This paper presents several results on dynamic OFDMA systems. It addresses especially the algorithmic complexity involved with several resource allocation approaches, sub-optimal h...
James Gross
CCGRID
2005
IEEE
16 years 25 days ago
Analyzing the advance reservation of lightpaths in lambda-grids
The scheme of advance reservations in dynamically provisioned optical networks is novel, and there are no gridbased applications designed to utilize this scheme. We formally defi...
Sumit Naiksatam, Silvia M. Figueira, Stephen A. Ch...
DATE
2005
IEEE
110views Hardware» more  DATE 2005»
16 years 25 days ago
Test Time Reduction Reusing Multiple Processors in a Network-on-Chip Based Architecture
The increasing complexity and the short life cycles of embedded systems are pushing the current system-onchip designs towards a rapid increasing on the number of programmable proc...
Alexandre M. Amory, Marcelo Lubaszewski, Fernando ...