Monte-Carlo Tree Search and Billiards - VideoLectures

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The Baal AlgorithmValue function for states converges to=> Optimal Strategy(Proof based on the Markov DecisionProcess model)BUT:- Infinite action space- How to drawsurrogatehypotheses?

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The Baal Algorithm

The Baal AlgorithmValue function for states converges to=> Optimal Strategy(Proof based on the Markov DecisionProcess model)BUT:- Infinite action space- How to drawsurrogatehypotheses?

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: UCT: Exploration Vs ExploitationUCB
Page 13 and 14: Baal: draw surrogate hypothesesBill
Page 15 and 16: Some results - 2Combining with ALcr
Page 17: Thanks for listening

Monte-Carlo Tree Search and Billiards - VideoLectures

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