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ADVCS
2011
251views Database» more  ADVCS 2011»
12 years 4 months ago
Emergent Social Learning Networks in Organizations with Heterogeneous Agents
Two distinct learning mechanisms are considered for a population of agents who engage in decentralized search for the common optimum. An agent may choose to learn via innovation (...
Myong-Hun Chang
ATAL
2010
Springer
12 years 11 months ago
Self-organisation in an agent network via learning
Dayong Ye, Minjie Zhang, Danny Sutanto
SKG
2006
IEEE
13 years 10 months ago
Simulate Grid Resource Trading via Cognitive Agent: A Case Study
In this paper, we explore the market-based grid resource trading system from the social perspective and the collaborative computing perspective. We firstly introduce a novel fram...
Yuhui Qiu, Zhixing Huang
ATAL
2005
Springer
13 years 10 months ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
CIMCA
2006
IEEE
13 years 10 months ago
Multi-Agent Coalition Formation for Long-Term Task or Mobile Network
Coalition formation is a process to form a group and solve a problem via cooperation. Because of the rising of network, each computing device can communicate through network. We c...
Hsiu-Hui Lee, Chung-Hsien Chen