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JMLR
2010
189views more  JMLR 2010»
14 years 11 months ago
Adaptive Step-size Policy Gradients with Average Reward Metric
In this paper, we propose a novel adaptive step-size approach for policy gradient reinforcement learning. A new metric is defined for policy gradients that measures the effect of ...
Takamitsu Matsubara, Tetsuro Morimura, Jun Morimot...
127
Voted
ICASSP
2011
IEEE
14 years 7 months ago
Practical limits in RSS-based positioning
Received signal strength (RSS) based source localization papers often ignore the practical effects of range limits in the measurements. In many devices, this results in some senso...
Richard K. Martin, Amanda Sue King, Ryan W. Thomas...
IWANN
1999
Springer
15 years 8 months ago
The Capacity and Attractor Basins of Associative Memory Models
The performance characteristics of five variants of the Hopfield network are examined. Two performance metrics are used: memory capacity, and a measure of the size of basins of att...
Neil Davey, S. P. Hunt
125
Voted
ICAI
2008
15 years 5 months ago
Energy Flow and Conservation in an Artificial Life Agent Model
Unlike microscopic physics models, agent-based artificial life models are commonly constructed without a strict energy conservation rule. We report on the effects of incorporating...
Chris Scogings, Kenneth A. Hawick
INFOCOM
2007
IEEE
15 years 10 months ago
A Cost-Based Evaluation of End-to-End Network Measurements in Overlay Multicast
Abstract— Application-layer multicast (ALM, or overlay multicast) has been proposed to overcome limitations in IP multicast. While much measurement work (such as delay or connect...
Xing Jin, Qiuyan Xia, S.-H. Gary Chan