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Kiyohara, Haruka

  1. Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation
    2023/11/30 by Haruka Kiyohara, Kiyohara, Haruka, Ren Kishimoto +9 · 3 citations
    Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Economic Policies and Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG)
  2. Future-Dependent Value-Based Off-Policy Evaluation in POMDPs
    2022/07/26 by Masatoshi Uehara, Haruka Kiyohara, Uehara, Masatoshi +13 · 2 citations
    Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Smart Grid Energy Management
  3. Policy-Adaptive Estimator Selection for Off-Policy Evaluation
    2022/11/25 by Udagawa, Takuma, Kiyohara, Haruka, Narita, Yusuke +2 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. SCOPE-RL: A Python Library for Offline Reinforcement Learning and Off-Policy Evaluation
    2023/11/30 by Kiyohara, Haruka, Kishimoto, Ren, Kawakami, Kosuke +3 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)