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KI
2007
Springer
14 years 1 months ago
Options in Readylog Reloaded - Generating Decision-Theoretic Plan Libraries in Golog
Readylog is a logic-based agent programming language and combines many important features from other Golog dialects. One of the features of Readylog is to make use of decision-theo...
Lutz Böhnstedt, Alexander Ferrein, Gerhard La...
ATAL
2007
Springer
13 years 11 months ago
Confidence-based policy learning from demonstration using Gaussian mixture models
We contribute an approach for interactive policy learning through expert demonstration that allows an agent to actively request and effectively represent demonstration examples. I...
Sonia Chernova, Manuela M. Veloso
ICML
2000
IEEE
14 years 8 months ago
Eligibility Traces for Off-Policy Policy Evaluation
Eligibility traces have been shown to speed reinforcement learning, to make it more robust to hidden states, and to provide a link between Monte Carlo and temporal-difference meth...
Doina Precup, Richard S. Sutton, Satinder P. Singh
NSPW
2006
ACM
14 years 1 months ago
E-Prime for security: a new security paradigm
This paper details a true and striking paradigm shift: the use of E-Prime for (at least) user-centered security, organizational/enterprise security policies and informal security ...
Steven J. Greenwald
PROMAS
2007
Springer
14 years 1 months ago
Modules as Policy-Based Intentions: Modular Agent Programming in GOAL
Modular programming has the usual benefits associated with structured programming, information hiding and reusability, but also has additional benefits to offer when applied in ...
Koen V. Hindriks