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» Learning Algorithms for Domain Adaptation
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ISAAC
2005
Springer
145views Algorithms» more  ISAAC 2005»
14 years 2 months ago
A Novel Adaptive Learning Algorithm for Stock Market Prediction
Lean Yu, Shouyang Wang, Kin Keung Lai
ATAL
2009
Springer
14 years 3 months ago
Integrating organizational control into multi-agent learning
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in largescale systems. In this work, we develop an organization-b...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
NPL
2000
135views more  NPL 2000»
13 years 8 months ago
Towards the Optimal Learning Rate for Backpropagation
A backpropagation learning algorithm for feedforward neural networks with an adaptive learning rate is derived. The algorithm is based upon minimising the instantaneous output erro...
Danilo P. Mandic, Jonathon A. Chambers
ICML
2000
IEEE
14 years 9 months ago
Combining Reinforcement Learning with a Local Control Algorithm
We explore combining reinforcement learning with a hand-crafted local controller in a manner suggested by the chaotic control algorithm of Vincent, Schmitt and Vincent (1994). A c...
Andrew G. Barto, Jette Randløv, Michael T. ...
IADIS
2003
13 years 10 months ago
Hypertext Classification: A Multiagent Model for Adaptive Learning Algorithm
The problem of hypertext classification deals with objects possessing more complex information structure than the plain text has. Present hypertext classification systems show the...
Stanislav Baglei