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111
Voted
ICML
2002
IEEE
16 years 1 months ago
Algorithm-Directed Exploration for Model-Based Reinforcement Learning in Factored MDPs
One of the central challenges in reinforcement learning is to balance the exploration/exploitation tradeoff while scaling up to large problems. Although model-based reinforcement ...
Carlos Guestrin, Relu Patrascu, Dale Schuurmans
116
Voted
TABLEAUX
2009
Springer
15 years 7 months ago
Goal-Directed Invariant Synthesis for Model Checking Modulo Theories
We are interested in automatically proving safety properties of infinite state systems. We present a technique for invariant synthesis which can be incorporated in backward reacha...
Silvio Ghilardi, Silvio Ranise
VTC
2008
IEEE
15 years 7 months ago
Direct Location Estimation using Single-Bounce NLOS Time-Varying Channel Models
Konstantinos Papakonstantinou, Dirk T. M. Slock
ESWS
2007
Springer
15 years 6 months ago
A Directed Hypergraph Model for RDF
Amadis Antonio Martinez Morales