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» Diagnosis of Plans and Agents
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IDEAL
2004
Springer
14 years 3 months ago
An Improved Constructive Neural Network Ensemble Approach to Medical Diagnoses
Neural networks have played an important role in intelligent medical diagnoses. This paper presents an Improved Constructive Neural Network Ensemble (ICNNE) approach to three medic...
Zhenyu Wang, Xin Yao, Yong Xu
ATAL
2004
Springer
14 years 3 months ago
About Engineering Complex Systems: Multiscale Analysis and Evolutionary Engineering
Abstract. We describe an analytic approach, multiscale analysis, that can demonstrate the fundamental limitations of decomposition based engineering for the development of highly c...
Yaneer Bar-Yam
AGI
2011
13 years 1 months ago
Reinforcement Learning and the Bayesian Control Rule
We present an actor-critic scheme for reinforcement learning in complex domains. The main contribution is to show that planning and I/O dynamics can be separated such that an intra...
Pedro Alejandro Ortega, Daniel Alexander Braun, Si...
ATAL
2008
Springer
14 years 6 days ago
RIAACT: a robust approach to adjustable autonomy for human-multiagent teams
When human-multiagent teams act in real-time uncertain domains, adjustable autonomy (dynamic transferring of decisions between human and agents) raises three key challenges. First...
Nathan Schurr, Janusz Marecki, Milind Tambe
ISDA
2005
IEEE
14 years 3 months ago
Agent-oriented Design for Network Survivability
Intelligent behavior is the selection of actions based on knowledge. The design of the Fuzzy Adaptive Survivability Tool (FAST) agents and their intelligent behavior is explained....
Mehdi Shajari, Ali A. Ghorbani