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ADVCS
2011
251views Database» more  ADVCS 2011»
12 years 9 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
13 years 4 months ago
Self-organisation in an agent network via learning
Dayong Ye, Minjie Zhang, Danny Sutanto
SKG
2006
IEEE
14 years 3 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
14 years 3 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
14 years 3 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