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WSC
2008
15 years 7 months ago
On step sizes, stochastic shortest paths, and survival probabilities in Reinforcement Learning
Reinforcement Learning (RL) is a simulation-based technique useful in solving Markov decision processes if their transition probabilities are not easily obtainable or if the probl...
Abhijit Gosavi
GECCO
2006
Springer
143views Optimization» more  GECCO 2006»
15 years 8 months ago
Heterogeneous cooperative coevolution: strategies of integration between GP and GA
Cooperative coevolution has proven to be a promising technique for solving complex combinatorial optimization problems. In this paper, we present four different strategies which i...
Leonardo Vanneschi, Giancarlo Mauri, Andrea Valsec...
JAIR
2006
101views more  JAIR 2006»
15 years 5 months ago
Resource Allocation Among Agents with MDP-Induced Preferences
Allocating scarce resources among agents to maximize global utility is, in general, computationally challenging. We focus on problems where resources enable agents to execute acti...
Dmitri A. Dolgov, Edmund H. Durfee
151
Voted
WM
2003
15 years 6 months ago
A Multi-agent System for Knowledge Management based on the Implicit Culture Framework
: We present an implementation of a multi-agent system whose goal is to solve the problem of tacit knowledge transfer by means of sharing of experiences. In particular, we consider...
Enrico Blanzieri, Paolo Giorgini, Claudio Zanoni, ...
ICPR
2006
IEEE
16 years 6 months ago
Robust 3D Head Tracking Using Camera Pose Estimation
In this report we present a robust method to recover 3D position and orientation (pose) of a moving head using a single stationary camera. Head pose is recovered by formulating th...
Ehud Rivlin, Shay Ohayon