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JMLR
2010
148views more  JMLR 2010»
13 years 4 months ago
A Generalized Path Integral Control Approach to Reinforcement Learning
With the goal to generate more scalable algorithms with higher efficiency and fewer open parameters, reinforcement learning (RL) has recently moved towards combining classical tec...
Evangelos Theodorou, Jonas Buchli, Stefan Schaal
JMLR
2010
119views more  JMLR 2010»
13 years 4 months ago
The Coding Divergence for Measuring the Complexity of Separating Two Sets
In this paper we integrate two essential processes, discretization of continuous data and learning of a model that explains them, towards fully computational machine learning from...
Mahito Sugiyama, Akihiro Yamamoto
JOC
2010
123views more  JOC 2010»
13 years 4 months ago
Security Against Covert Adversaries: Efficient Protocols for Realistic Adversaries
Abstract. In the setting of secure multiparty computation, a set of mutually distrustful parties wish to securely compute some joint function of their private inputs. The computati...
Yonatan Aumann, Yehuda Lindell
JOCN
2010
104views more  JOCN 2010»
13 years 4 months ago
Cortical Response to Task-relevant Stimuli Presented outside the Primary Focus of Attention
Visual attention selectively enhances the neural response to a task-relevant item. But what happens when an item outside the primary focus of attention is also relevant to the tas...
Roos Houtkamp, Jochen Braun
JSA
2010
158views more  JSA 2010»
13 years 4 months ago
Scalable mpNoC for massively parallel systems - Design and implementation on FPGA
The high chip-level integration enables the implementation of large-scale parallel processing architectures with 64 and more processing nodes on a single chip or on an FPGA device...
Mouna Baklouti, Yassine Aydi, Philippe Marquet, Je...
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