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GLOBECOM
2010
IEEE
13 years 5 months ago
Reinforcement Learning for Link Adaptation in MIMO-OFDM Wireless Systems
Machine learning algorithms have recently attracted much interest for effective link adaptation due to their flexibility and ability to capture more environmental effects implicitl...
Sungho Yun, Constantine Caramanis
CHI
2011
ACM
12 years 11 months ago
Surfpad: riding towards targets on a squeeze film effect
We present Surfpad, a pointing facilitation technique that does not decrease target distance or increase target width in either control or display space. This new technique operat...
Géry Casiez, Nicolas Roussel, Romuald Vanbe...
P2P
2003
IEEE
110views Communications» more  P2P 2003»
14 years 18 days ago
The Effectiveness of Realistic Replication Strategies on Quality of Availability for Peer-to-Peer Systems
In this paper, we take an availability-centric view on quality of service (QoS) and propose a model and mechanisms for studying the effectiveness of realistic replication schemes ...
Giwon On, Jens Schmitt, Ralf Steinmetz
CCGRID
2010
IEEE
13 years 8 months ago
The Effects of Untruthful Bids on User Utilities and Stability in Computing Markets
Markets of computing resources typically consist of a cluster (or a multi-cluster) and jobs that arrive over time and request computing resources in exchange for payment. In this p...
Sergei Shudler, Lior Amar, Amnon Barak, Ahuva Mu'a...
JMLR
2010
189views more  JMLR 2010»
13 years 2 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...