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140
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SIGMETRICS
2008
ACM
214views Hardware» more  SIGMETRICS 2008»
15 years 16 days ago
HMTT: a platform independent full-system memory trace monitoring system
Memory trace analysis is an important technology for architecture research, system software (i.e., OS, compiler) optimization, and application performance improvements. Many appro...
Yungang Bao, Mingyu Chen, Yuan Ruan, Li Liu, Jianp...
96
Voted
ML
1998
ACM
101views Machine Learning» more  ML 1998»
15 years 8 days ago
Elevator Group Control Using Multiple Reinforcement Learning Agents
Recent algorithmic and theoretical advances in reinforcement learning (RL) have attracted widespread interest. RL algorithmshave appeared that approximatedynamic programming on an ...
Robert H. Crites, Andrew G. Barto
VEE
2012
ACM
222views Virtualization» more  VEE 2012»
13 years 8 months ago
Unpicking the knot: teasing apart VM/application interdependencies
Flexible and efficient runtime design requires an understanding of the dependencies among the components internal to the runtime and those between the application and the runtime...
Yi Lin, Stephen M. Blackburn, Daniel Frampton
83
Voted
ICML
2008
IEEE
16 years 1 months ago
Space-indexed dynamic programming: learning to follow trajectories
We consider the task of learning to accurately follow a trajectory in a vehicle such as a car or helicopter. A number of dynamic programming algorithms such as Differential Dynami...
J. Zico Kolter, Adam Coates, Andrew Y. Ng, Yi Gu, ...
119
Voted
ICML
2008
IEEE
16 years 1 months ago
Graph transduction via alternating minimization
Graph transduction methods label input data by learning a classification function that is regularized to exhibit smoothness along a graph over labeled and unlabeled samples. In pr...
Jun Wang, Tony Jebara, Shih-Fu Chang