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» Iterative learning fuzzy control
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ARTCOM
2009
IEEE
15 years 8 months ago
ANFIS Approach for Navigation of Mobile Robots
— This paper, discusses about navigation control of mobile robot using adaptive neuro-fuzzy inference system (ANFIS) in a real word dynamic environment. In the ANFIS controller a...
Mukesh Kumar Singh, Dayal R. Parhi, Jayanta Kumar ...
151
Voted
HIS
2004
15 years 3 months ago
Reinforcement Learning Hierarchical Neuro-Fuzzy Politree Model for Control of Autonomous Agents
: This work presents a new hybrid neuro-fuzzy model for automatic learning of actions taken by agents. The main objective of this new model is to provide an agent with intelligence...
Karla Figueiredo, Marley B. R. Vellasco, Marco Aur...
NN
2010
Springer
187views Neural Networks» more  NN 2010»
14 years 8 months ago
Efficient exploration through active learning for value function approximation in reinforcement learning
Appropriately designing sampling policies is highly important for obtaining better control policies in reinforcement learning. In this paper, we first show that the least-squares ...
Takayuki Akiyama, Hirotaka Hachiya, Masashi Sugiya...
83
Voted
IJIS
2000
94views more  IJIS 2000»
15 years 1 months ago
Adaptive fuzzy learning control for a class of nonlinear dynamic systems
Won G. Seo, B. H. Park, Jin S. Lee
66
Voted
JIFS
1998
89views more  JIFS 1998»
15 years 1 months ago
Mobile robot learning by evolution of fuzzy controller
Sung-Bae Cho, Seung-Ik Lee