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ECML
2007
Springer
14 years 5 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
CLUSTER
2002
IEEE
13 years 10 months ago
Open Metadata Formats: Efficient XML-Based Communication for High Performance Computing
High-performance computing faces considerable change as the Internet and the Grid mature. Applications that once were tightly-coupled and monolithic are now decentralized, with co...
Patrick Widener, Greg Eisenhauer, Karsten Schwan, ...
ACSD
2009
IEEE
92views Hardware» more  ACSD 2009»
14 years 5 months ago
Desynchronizing Synchronous Programs by Modes
The synchronous programming paradigm simplifies the specification and verification of reactive systems. However, synchronous programs must be often implemented on architectures...
Jens Brandt, Mike Gemunde, Klaus Schneider
ICWE
2007
Springer
14 years 5 months ago
Modeling Data-intensive Rich Internet Applications with Server Push Support
Abstract. Rich Internet applications (RIAs) enable novel usage scenarios by overcoming the traditional paradigms of Web interaction. Conventional Web applications can be seen as re...
Giovanni Toffetti Carughi
CCGRID
2005
IEEE
14 years 4 months ago
Object-oriented SPMD
— This article presents an evolution of classical SPMD programming for clusters and grids. It is named ”Object-Oriented SPMD” as it is based on remote method invocation. More...
Laurent Baduel, Françoise Baude, Denis Caro...