Kiyohara, Haruka
- 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)
- 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
- 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)
- 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)