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Talk
Tue Aug 08 09:30 AM -- 09:48 AM (KST) @ C4.5
Data-Efficient Policy Evaluation Through Behavior Policy Search
In Reinforcement learning 5
Josiah Hanna · Philip S. Thomas · Peter Stone · Scott Niekum
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 09:48 AM -- 10:06 AM (KST) @ C4.5
Stochastic Variance Reduction Methods for Policy Evaluation
In Reinforcement learning 5
Simon Du · Jianshu Chen · Lihong Li · Lin Xiao · Dengyong Zhou
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 10:06 AM -- 10:24 AM (KST) @ C4.5
Optimal and Adaptive Off-policy Evaluation in Contextual Bandits
In Reinforcement learning 5
Yu-Xiang Wang · Alekh Agarwal · Miroslav Dudik
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 10:24 AM -- 10:42 AM (KST) @ C4.5
Consistent On-Line Off-Policy Evaluation
In Reinforcement learning 5
Assaf Hallak · Shie Mannor
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 10:42 AM -- 11:00 AM (KST) @ C4.5
Contextual Decision Processes with low Bellman rank are PAC-Learnable
In Reinforcement learning 5
Nan Jiang · Akshay Krishnamurthy · Alekh Agarwal · John Langford · Robert Schapire
[ PDF]  [ ss Summary/Notes]  [ Video]