Yusuke Narita

3 papers · 2019–2023 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2) 🚀 Conference Pioneer

Venues

AAAI (3)

Top co-authors

Kohei Yata (2) Yuta Saito (1) Takuma Udagawa (1) Shota Yasui (1) Kei Tateno (1) Kyohei Okumura (1) Akihiro Shimizu (1) Haruka Kiyohara (1)

Research topics

Machine Learning (3) Learning Types (3) Artificial Intelligence (1) Reinforcement Learning (1) Core AI (1) Core Methods (1) Methods (1) Optimization & Theory (1)

Keywords

counterfactual policy (2) counterfactual learning (2) off-policy evaluation (2) variance reduction (1) policy improvement (1) regression analysis (1) bandit feedback (1) contextual bandit (1) reward estimation (1) off-policy optimization (1) logged data (1) estimator selection (1) pseudo policy (1) logging policy (1) convergence in probability (1) policy optimization (1) importance sampling (1)

Papers

Counterfactual Learning with General Data-Generating Policies AAAI 2023 Policy-Adaptive Estimator Selection for Off-Policy Evaluation AAAI 2023 Efficient Counterfactual Learning from Bandit Feedback AAAI 2019