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KI
2009
Springer
16 years 1 months ago
Planning with h +  in Theory and Practice
Abstract. Many heuristic estimators for classical planning are based on the socalled delete relaxation, which ignores negative effects of planning operators. Ideally, such heuristi...
Christoph Betz, Malte Helmert
PKDD
2009
Springer
152views Data Mining» more  PKDD 2009»
16 years 1 months ago
Feature Selection for Value Function Approximation Using Bayesian Model Selection
Abstract. Feature selection in reinforcement learning (RL), i.e. choosing basis functions such that useful approximations of the unkown value function can be obtained, is one of th...
Tobias Jung, Peter Stone
PKDD
2009
Springer
169views Data Mining» more  PKDD 2009»
16 years 1 months ago
Hybrid Least-Squares Algorithms for Approximate Policy Evaluation
The goal of approximate policy evaluation is to “best” represent a target value function according to a specific criterion. Temporal difference methods and Bellman residual m...
Jeffrey Johns, Marek Petrik, Sridhar Mahadevan
ASPDAC
2009
ACM
122views Hardware» more  ASPDAC 2009»
16 years 1 months ago
Tolerating process variations in high-level synthesis using transparent latches
—Considering process variability at the behavior synthesis level is necessary, because it makes some instances of function units slower and others faster, resulting in unbalanced...
Yibo Chen, Yuan Xie
ASPDAC
2009
ACM
152views Hardware» more  ASPDAC 2009»
16 years 1 months ago
A control theory approach for thermal balancing of MPSoC
— Thermal balancing and reducing hot-spots are two important challenges facing the MPSoC designers. In this work, we model the thermal behavior of a MPSoC as a control theory pro...
Francesco Zanini, David Atienza, Giovanni De Miche...
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