Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning

Julia Kreutzer, Joshua Uyheng, Stefan Riezler

We present a study on reinforcement learning (RL) from human bandit feedback for sequence-to-sequence learning, exemplified by the task of bandit neural machine translation (NMT).…