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ICML
2008
IEEE
14 years 10 months ago
Reinforcement learning with limited reinforcement: using Bayes risk for active learning in POMDPs
Partially Observable Markov Decision Processes (POMDPs) have succeeded in planning domains that require balancing actions that increase an agent's knowledge and actions that ...
Finale Doshi, Joelle Pineau, Nicholas Roy
ICML
2003
IEEE
14 years 10 months ago
Exploration in Metric State Spaces
We present metric?? , a provably near-optimal algorithm for reinforcement learning in Markov decision processes in which there is a natural metric on the state space that allows t...
Sham Kakade, Michael J. Kearns, John Langford
TMA
2010
Springer
206views Management» more  TMA 2010»
14 years 4 months ago
Collection and Exploration of Large Data Monitoring Sets Using Bitmap Databases
Collecting and exploring monitoring data is becoming increasingly challenging as networks become larger and faster. Solutions based on both SQL-databases and specialized binary for...
Luca Deri, Valeria Lorenzetti, Steve Mortimer
ICC
2009
IEEE
107views Communications» more  ICC 2009»
14 years 4 months ago
Towards a Denial-of-Service Resilient Design of Complex IPsec Overlays
— By monitoring the exchanged IPsec traffic an adversary can usually easily discover the layout of virtual private networks (VPNs). Of even worse extend is the disclosure if com...
Michael Brinkmeier, Michael Rossberg, Guenter Scha...
ACISICIS
2008
IEEE
14 years 4 months ago
Developing Accessible Applications with User-Centered Architecture
Design of accessible applications is often a challenge for software architects and developers. Development usually starts with structure and functionality of the planned applicati...
Sabina Jeschke, Helmut Vieritz, Olivier Pfeiffer