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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
165views more  JMLR 2010»
13 years 4 months ago
Causal Inference
: This review presents empirical researchers with recent advances in causal inference, and stresses the paradigmatic shifts that must be undertaken in moving from traditional stati...
Judea Pearl
SYNTHESE
2010
98views more  SYNTHESE 2010»
13 years 4 months ago
Cognitive ability and the extended cognition thesis
This paper explores the ramifications of the extended cognition thesis in the philosophy of mind for contemporary epistemology. In particular, it argues that all theories of knowle...
Duncan Pritchard
TII
2010
146views Education» more  TII 2010»
13 years 4 months ago
PAUC: Power-Aware Utilization Control in Distributed Real-Time Systems
Abstract--CPU utilization control has recently been demonstrated to be an effective way of meeting end-to-end deadlines for distributed real-time systems running in unpredictable e...
Xiaorui Wang, Xing Fu, Xue Liu, Zonghua Gu
TSP
2010
13 years 4 months ago
Communications-inspired sensing: a case study on waveform design
Information theory, and particularly the mutual information (MI), has provided fundamental guidance for communications research. In Bell's 1993 paper, the MI was first applied...
Wenshu Zhang, Liuqing Yang