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» Interacting Abstract State Machines
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ICML
2004
IEEE
15 years 10 months ago
Bellman goes relational
Motivated by the interest in relational reinforcement learning, we introduce a novel relational Bellman update operator called ReBel. It employs a constraint logic programming lan...
Kristian Kersting, Martijn Van Otterlo, Luc De Rae...
ML
2002
ACM
146views Machine Learning» more  ML 2002»
14 years 9 months ago
Variable Resolution Discretization in Optimal Control
Abstract. The problemof state abstractionis of centralimportancein optimalcontrol,reinforcement learning and Markov decision processes. This paper studies the case of variable reso...
Rémi Munos, Andrew W. Moore
EVOW
2008
Springer
14 years 11 months ago
DEEPER: A Full Parsing Based Approach to Protein Relation Extraction
Abstract. Lexical variance in biomedical texts poses a challenge to automatic protein relation mining. We therefore propose a new approach that relies only on more general language...
Timur Fayruzov, Martine De Cock, Chris Cornelis, V...
SAMOS
2009
Springer
15 years 4 months ago
Prediction in Dynamic SDRAM Controller Policies
Abstract. Memory access latency can limit microcontroller system performance. SDRAM access control policies impact latency through SDRAM device state. It is shown that execution ti...
Ying Xu, Aabhas S. Agarwal, Brian T. Davis
ECAI
2004
Springer
15 years 3 months ago
Compilation of LTL Goal Formulas into PDDL
Abstract. Temporally extended goals are used in planning to express safety and maintenance conditions. Linear temporal logic is the language often used to express temporally extend...
Stephen Cresswell, Alexandra M. Coddington