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Off Policy Evaluation
Off Policy Evaluation
PulseAugur coverage of Off Policy Evaluation — every cluster mentioning Off Policy Evaluation across labs, papers, and developer communities, ranked by signal.
总计 · 30天
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论文 · 30天
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90 天内 2
层级分布 · 90 天
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New framework optimizes logging policies for off-policy evaluation accuracy
Researchers have developed a new framework for designing logging policies to improve the accuracy of off-policy evaluation (OPE). OPE is crucial for estimating the performance of new policies, like recommender systems, …
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New FQE and FQI methods bypass Bellman completeness for stability
Researchers have developed new methods for Fitted Q-Evaluation (FQE) and soft Fitted Q-Iteration (soft FQI) that do not require Bellman completeness, a condition often unmet with function approximation. The proposed tec…