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Talk
Tue Aug 8th 10:30 -- 10:48 AM @ C4.5
Data-Efficient Policy Evaluation Through Behavior Policy Search
Josiah Hanna · Philip S. Thomas · Peter Stone · Scott Niekum
Talk
Tue Aug 8th 10:48 -- 11:06 AM @ C4.5
Stochastic Variance Reduction Methods for Policy Evaluation
Simon Du · Jianshu Chen · Lihong Li · Lin Xiao · Dengyong Zhou
Talk
Tue Aug 8th 11:06 -- 11:24 AM @ C4.5
Optimal and Adaptive Off-policy Evaluation in Contextual Bandits
Yu-Xiang Wang · Alekh Agarwal · Miroslav Dudik
Talk
Tue Aug 8th 11:24 -- 11:42 AM @ C4.5
Consistent On-Line Off-Policy Evaluation
Assaf Hallak · Shie Mannor
Talk
Tue Aug 8th 11:42 AM -- 12:00 PM @ C4.5
Contextual Decision Processes with low Bellman rank are PAC-Learnable
Nan Jiang · Akshay Krishnamurthy · Alekh Agarwal · John Langford · Robert Schapire