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ECML
2007
Springer
14 years 4 months ago
Policy Gradient Critics
We present Policy Gradient Actor-Critic (PGAC), a new model-free Reinforcement Learning (RL) method for creating limited-memory stochastic policies for Partially Observable Markov ...
Daan Wierstra, Jürgen Schmidhuber
ECTEL
2007
Springer
14 years 4 months ago
Star Rating for Social Care Services: Simulation Scenario in the PROLIX Framework
According to the Commission for Social Care Inspection, performance in Care Homes can be evaluated through a range of indicators in each of the different outcome areas specified by...
Lucia Pannese, Marcello Allegri, Maria Carlesi, Ga...
IJCNN
2006
IEEE
14 years 4 months ago
Using Neural Network to Enhance Assimilating Sea Surface Height Data into an Ocean Model
—A generic approach that allows extracting functional nonlinear dependencies and mappings between atmospheric or ocean state variables in a relatively simple form is presented. T...
Vladimir M. Krasnopolsky, Carlos J. Lozano, Deanna...
MICRO
2006
IEEE
162views Hardware» more  MICRO 2006»
14 years 4 months ago
Adaptive Caches: Effective Shaping of Cache Behavior to Workloads
We present and evaluate the idea of adaptive processor cache management. Specifically, we describe a novel and general scheme by which we can combine any two cache management alg...
Ranjith Subramanian, Yannis Smaragdakis, Gabriel H...
TRIDENTCOM
2006
IEEE
14 years 4 months ago
Creating wireless multi-hop topologies on space-constrained indoor testbeds through noise injection
— To evaluate routing protocols on a controlled indoor wireless testbed, the radio range must be compressed so that larger multi-hop topologies can be mapped into a laboratorysiz...
Sanjit Krishnan Kaul, Marco Gruteser, Ivan Seskar