Tokyo Institute of Technology; Cornell University; HAKUHODO Technologies Inc.
Haruka Kiyohara, Ren Kishimoto, Kosuke Kawakami, Ken Kobayashi, Kazuhide Nakata, Yuta Saito
off-policy evaluation;offline reinforcement learning;offline policy selection;risk-return tradeoff
Towards Assessing and Benchmarking Risk-Return Tradeoff of Off-Policy Evaluation