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Workshop
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The Emphatic Approach to Average-Reward Policy Evaluation
Jiamin He · Yi Wan · Rupam Mahmood
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Workshop
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Balanced Off-Policy Evaluation for Personalized Pricing
Adam N. Elmachtoub · Vishal Gupta · YUNFAN ZHAO
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Workshop
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Offline Policy Evaluation for Reinforcement Learning with Adaptively Collected Data
Sunil Madhow · Dan Qiao · Yu-Xiang Wang
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Poster
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Tue 14:00
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Temporally-Consistent Survival Analysis
Lucas Maystre · Daniel Russo
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Poster
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Thu 14:00
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Off-Policy Evaluation with Policy-Dependent Optimization Response
Wenshuo Guo · Michael Jordan · Angela Zhou
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Poster
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Thu 9:00
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Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning
Rujie Zhong · Duohan Zhang · Lukas Schäfer · Stefano Albrecht · Josiah Hanna
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Poster
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Thu 9:00
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A Unifying Framework of Off-Policy General Value Function Evaluation
Tengyu Xu · Zhuoran Yang · Zhaoran Wang · Yingbin Liang
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Workshop
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CASA: Bridging the Gap between Policy Improvement and Policy Evaluation with Conflict Averse Policy Iteration
Changnan Xiao · Haosen Shi · Jiajun Fan · Shihong Deng · Haiyan Yin
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Poster
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Thu 14:00
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Beyond the Return: Off-policy Function Estimation under User-specified Error-measuring Distributions
Audrey Huang · Nan Jiang
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Poster
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Wed 9:00
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Off-Policy Evaluation for Action-Dependent Non-stationary Environments
Yash Chandak · Shiv Shankar · Nathaniel Bastian · Bruno da Silva · Emma Brunskill · Philip Thomas
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Poster
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Wed 9:00
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Off-Policy Evaluation with Deficient Support Using Side Information
Nicolò Felicioni · Maurizio Ferrari Dacrema · Marcello Restelli · Paolo Cremonesi
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Poster
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Thu 9:00
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Markovian Interference in Experiments
Vivek Farias · Andrew Li · Tianyi Peng · Andrew Zheng
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