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ICCBR
2007
Springer
13 years 11 months ago
An Analysis of Case-Based Value Function Approximation by Approximating State Transition Graphs
We identify two fundamental points of utilizing CBR for an adaptive agent that tries to learn on the basis of trial and error without a model of its environment. The first link co...
Thomas Gabel, Martin Riedmiller
IWSAS
2001
Springer
13 years 9 months ago
Adaptive Agent Based System for State Estimation Using Dynamic Multidimensional Information Sources
: This paper describes a new approach for the creation of an adaptive system able to selectively combine dynamic multidimensional information sources to perform state estimation. T...
Alvaro Soto, Pradeep K. Khosla
ISDA
2005
IEEE
13 years 11 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
AAAI
2007
13 years 7 months ago
Beyond Individualism: Modeling Team Playing Behavior in Robot Soccer through Case-Based Reasoning
We propose a Case-Based Reasoning approach for action selection in the robot soccer domain presented in the 8th European Conference on Case-Based Reasoning (2006). Based on the cu...
Raquel Ros, Manuela M. Veloso, Ramon López ...
AIIDE
2008
13 years 7 months ago
Combining Model-Based Meta-Reasoning and Reinforcement Learning for Adapting Game-Playing Agents
Human experience with interactive games will be enhanced if the software agents that play the game learn from their failures. Techniques such as reinforcement learning provide one...
Patrick Ulam, Joshua Jones, Ashok K. Goel