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» Uncertainty in Knowledge Provenance
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ICAI
2004
13 years 11 months ago
Action Inhibition
An explicit exploration strategy is necessary in reinforcement learning (RL) to balance the need to reduce the uncertainty associated with the expected outcome of an action and the...
Myriam Abramson
FLAIRS
2003
13 years 11 months ago
Using Bayesian Networks for Cleansing Trauma Data
Medical data is unique due to its large volume, heterogeneity and complexity. This necessitates costly active participation of medical domain experts in the task of cleansing medi...
Prashant Doshi, Lloyd Greenwald, John R. Clarke
ICMAS
1998
13 years 11 months ago
How to Explore your Opponent's Strategy (almost) Optimally
This work presents a lookahead-based exploration strategy for a model-based learning agent that enables exploration of the opponent's behavior during interaction in a multi-a...
David Carmel, Shaul Markovitch
AIPS
1994
13 years 11 months ago
Decision-theoretic Control of Failure Recovery
A numberof strategies exist for the recovery from execution-timeplan failures. Onedimensionin whichthese strategies differ is the degree of dependenceon the reliability andavailab...
Lisa J. Burnell
IJCAI
1989
13 years 11 months ago
A Parallel Parser for Spoken Natural Language
This paper describes SYNAPSIS, a parser for performing real-time understanding of spoken utterances in a parallel computational environment. Understanding continuous speech allowi...
Egidio P. Giachin, Claudio Rullent