Monte-Carlo Tree Search and Billiards - VideoLectures

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To sum up ...A new approach to Active LearningAL as a GameAn approximation of the optimal strategy(provably)An Anytime algorithmPerspectives:- Kernelized Baal- Numerical engineeringapplication

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To sum up ...A new approach to Active LearningAL as a GameAn approximation of the optimal strategy(provably)An Anytime algorithmPerspectives:- Kernelized Baal- Numerical engineeringapplication

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Page 1 and 2: European Conference in Machine Lear
Page 3 and 4: A major Machine Learning goalReduce
Page 5 and 6: How AL typically worksFind a way to
Page 7 and 8: Train the Active Learning PlayerIns
Page 9 and 10: UCT: Exploration Vs ExploitationUCB
Page 11 and 12: The Baal AlgorithmValue function fo
Page 13 and 14: Baal: draw surrogate hypothesesBill
Page 15: Some results - 2Combining with ALcr

Monte-Carlo Tree Search and Billiards - VideoLectures

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