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» Abduction in Temporal Reasoning
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106
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ICML
1995
IEEE
16 years 1 months ago
Stable Function Approximation in Dynamic Programming
The success ofreinforcement learninginpractical problems depends on the ability to combine function approximation with temporal di erence methods such as value iteration. Experime...
Geoffrey J. Gordon
97
Voted
TPHOL
2005
IEEE
15 years 6 months ago
From PSL to LTL: A Formal Validation in HOL
Using the HOL theorem prover, we proved the correctness of a translation from a subset of Accellera’s property specification language PSL to linear temporal logic LTL. Moreover,...
Thomas Tuerk, Klaus Schneider
105
Voted
AGENTCL
2003
Springer
15 years 6 months ago
Resolving Commitments among Autonomous Agents
Commitments are a powerful representation for modeling multiagent interactions. Previous approaches have considered the semantics of commitments and how to check compliance with th...
Ashok U. Mallya, Pinar Yolum, Munindar P. Singh
112
Voted
DSVIS
1998
Springer
15 years 5 months ago
Inference and Information Resources: A Design Case Study
Abstract. Much attention has been paid in HCI to techniques for designing systems that conform to the tasks users wish to carry out. It is often the case that such approaches rely ...
Robert E. Fields, Nicholas A. Merriam
119
Voted
ESANN
2000
15 years 2 months ago
SpikeProp: backpropagation for networks of spiking neurons
Abstract. For a network of spiking neurons with reasonable postsynaptic potentials, we derive a supervised learning rule akin to traditional error-back-propagation, SpikeProp and s...
Sander M. Bohte, Joost N. Kok, Johannes A. La Pout...