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ATAL
2010
Springer
15 years 3 months ago
Self-organization for coordinating decentralized reinforcement learning
Decentralized reinforcement learning (DRL) has been applied to a number of distributed applications. However, one of the main challenges faced by DRL is its convergence. Previous ...
Chongjie Zhang, Victor R. Lesser, Sherief Abdallah
CDC
2009
IEEE
133views Control Systems» more  CDC 2009»
15 years 7 months ago
Equilibrium species counts and migration model tradeoffs for biogeography-based optimization
—Motivated by the migration mechanisms of ecosystems, various extensions to biogeography-based optimization (BBO) are proposed. BBO is an original optimization method based on th...
Haiping Ma, Suhong Ni, Man Sun
133
Voted
ALIFE
2008
15 years 2 months ago
Natural or Internal Selection? The Case of Canalization in Complex Evolutionary Systems
Using biological examples and theoretical arguments, the case is presented for extending the notion of natural selection to include internal selection in order to account for the e...
Alexander Riegler
115
Voted
ICRA
2010
IEEE
113views Robotics» more  ICRA 2010»
15 years 1 months ago
Geometric formation control for autonomous underwater vehicles
— This paper presents a novel approach based on Jacobi shape theory and geometric reduction for formation control of autonomous underwater vehicles (AUVs). We consider a three de...
Huizhen Yang, Fumin Zhang
114
Voted
ICIP
2009
IEEE
16 years 3 months ago
Resource Prediction And Quality Control For Parallel Execution Of Heterogeneous Medical Imaging Tasks
We have established a novel control system for combining the parallel execution of deterministic and non-deterministic medical imaging applications on a single platform, sharing t...