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ATAL
2006
Springer
15 years 10 months ago
Agent dependability as an architectural issue
Layered architectures are a proven principle for the design of software systems and components. The paper introduces a layered reference architecture for software agents which assi...
Peter C. Lockemann, Jens Nimis
AAAI
2006
15 years 8 months ago
A Characterization of Interventional Distributions in Semi-Markovian Causal Models
We offer a complete characterization of the set of distributions that could be induced by local interventions on variables governed by a causal Bayesian network of unknown structu...
Jin Tian, Changsung Kang, Judea Pearl
AGI
2008
15 years 8 months ago
A computational approximation to the AIXI model
Universal induction solves in principle the problem of choosing a prior to achieve optimal inductive inference. The AIXI theory, which combines control theory and universal induct...
Sergey Pankov
ATAL
2006
Springer
15 years 8 months ago
ReAgents: behavior-based remote agents and their performance
We present a performance analysis of an agent-based middleware system we have developed based on "reAgents," remotely executing agents that enhance the performance of cl...
Eugene Hung, Joseph Pasquale
ECAL
2007
Springer
15 years 10 months ago
Constructing the Basic Umwelt of Artificial Agents: An Information-Theoretic Approach
Abstract. In the context of situated and embodied cognition, we evaluate an information-theoretic approach to the construction of the Umwelt of an artificial agent. We make the ass...
Philippe Capdepuy, Daniel Polani, Chrystopher L. N...