Haruka Kiyohara

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 17

Top Topics

Temporal Difference

Markov Decision Processes

Top Venues

Publications

Haruka Kiyohara, Masahiro Nomura, Yuta Saito
Off-Policy Evaluation of Slate Bandit Policies via Optimizing Abstraction. CoRR (2024)
Haruka Kiyohara, Ren Kishimoto, Kosuke Kawakami, Ken Kobayashi, Kazuhide Nakata, Yuta Saito
Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation. ICLR (2024)
Haruka Kiyohara, Masahiro Nomura, Yuta Saito
Off-Policy Evaluation of Slate Bandit Policies via Optimizing Abstraction. WWW (2024)
Haruka Kiyohara, Masatoshi Uehara, Yusuke Narita, Nobuyuki Shimizu, Yasuo Yamamoto, Yuta Saito
Off-Policy Evaluation of Ranking Policies under Diverse User Behavior. CoRR (2023)
Haruka Kiyohara, Ren Kishimoto, Kosuke Kawakami, Ken Kobayashi, Kazuhide Nakata, Yuta Saito
SCOPE-RL: A Python Library for Offline Reinforcement Learning and Off-Policy Evaluation. CoRR (2023)
Takuma Udagawa, Haruka Kiyohara, Yusuke Narita, Yuta Saito, Kei Tateno
Policy-Adaptive Estimator Selection for Off-Policy Evaluation. AAAI (2023)
Haruka Kiyohara, Ren Kishimoto, Kosuke Kawakami, Ken Kobayashi, Kazuhide Nakata, Yuta Saito
Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation. CoRR (2023)
Haruka Kiyohara, Masatoshi Uehara, Yusuke Narita, Nobuyuki Shimizu, Yasuo Yamamoto, Yuta Saito
Off-Policy Evaluation of Ranking Policies under Diverse User Behavior. KDD (2023)
Masatoshi Uehara, Haruka Kiyohara, Andrew Bennett, Victor Chernozhukov, Nan Jiang, Nathan Kallus, Chengchun Shi, Wen Sun
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs. NeurIPS (2023)
Masatoshi Uehara, Haruka Kiyohara, Andrew Bennett, Victor Chernozhukov, Nan Jiang, Nathan Kallus, Chengchun Shi, Wen Sun
Future-Dependent Value-Based Off-Policy Evaluation in POMDPs. CoRR (2022)
Haruka Kiyohara, Yuta Saito, Tatsuya Matsuhiro, Yusuke Narita, Nobuyuki Shimizu, Yasuo Yamamoto
Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model. CoRR (2022)
Haruka Kiyohara, Yuta Saito, Tatsuya Matsuhiro, Yusuke Narita, Nobuyuki Shimizu, Yasuo Yamamoto
Doubly Robust Off-Policy Evaluation for Ranking Policies under the Cascade Behavior Model. WSDM (2022)
Takuma Udagawa, Haruka Kiyohara, Yusuke Narita, Yuta Saito, Kei Tateno
Policy-Adaptive Estimator Selection for Off-Policy Evaluation. CoRR (2022)
Yuta Saito, Takuma Udagawa, Haruka Kiyohara, Kazuki Mogi, Yusuke Narita, Kei Tateno
Evaluating the Robustness of Off-Policy Evaluation. RecSys (2021)
Akihisa Watanabe, Michiya Kuramata, Kaito Majima, Haruka Kiyohara, Kensho Kondo, Kazuhide Nakata
Constrained Generalized Additive 2 Model with Consideration of High-Order Interactions. CoRR (2021)
Haruka Kiyohara, Kosuke Kawakami, Yuta Saito
Accelerating Offline Reinforcement Learning Application in Real-Time Bidding and Recommendation: Potential Use of Simulation. CoRR (2021)
Yuta Saito, Takuma Udagawa, Haruka Kiyohara, Kazuki Mogi, Yusuke Narita, Kei Tateno
Evaluating the Robustness of Off-Policy Evaluation. CoRR (2021)