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courses:be5b33kui:start [2024/02/13 10:42]
xposik [BE5B33KUI: Cybernetics and Artificial Intelligence] 		courses:be5b33kui:start [2024/02/16 15:12] (current)
dantuswa
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 Lectures: [[https://​petrposik.github.io|Petr Pošík]], [[http://​cmp.felk.cvut.cz/​~svoboda|Tomas Svoboda]] ​ Lectures: [[https://​petrposik.github.io|Petr Pošík]], [[http://​cmp.felk.cvut.cz/​~svoboda|Tomas Svoboda]] ​
  
-Labs: [[https://​mrs.felk.cvut.cz/​members/​research-fellows/​swati-dantu|Swati Dantu]]+Labs: [[https://​mrs.felk.cvut.cz/​members/​phdstudents/​swati-dantu|Swati Dantu]]
  
 The course introduces the students to the field of artificial intelligence and gives the necessary basis for designing machine control algorithms. It advances the knowledge of state space search algorithms by including uncertainty in state transitions. Students are introduced into reinforcement learning for solving problems when the state transitions are unknown. Bayesian decision task introduces supervised learning. Learning from data is demonstrated on a linear classifier. Students practice the algorithms in computer labs. The course introduces the students to the field of artificial intelligence and gives the necessary basis for designing machine control algorithms. It advances the knowledge of state space search algorithms by including uncertainty in state transitions. Students are introduced into reinforcement learning for solving problems when the state transitions are unknown. Bayesian decision task introduces supervised learning. Learning from data is demonstrated on a linear classifier. Students practice the algorithms in computer labs.
courses/be5b33kui/start.1707817345.txt.gz · Last modified: 2024/02/13 10:42 by xposik