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Talk
Mon Aug 07 05:30 PM -- 05:48 PM (PDT) @ 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
Mon Aug 07 05:48 PM -- 06:06 PM (PDT) @ 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
Mon Aug 07 06:06 PM -- 06:24 PM (PDT) @ 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
Mon Aug 07 06:24 PM -- 06:42 PM (PDT) @ C4.5
Consistent On-Line Off-Policy Evaluation
In Reinforcement learning 5
Assaf Hallak · Shie Mannor
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Mon Aug 07 06:42 PM -- 07:00 PM (PDT) @ 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]