Reliability and Learnability of Human Bandit Feedback for Sequence-to-Sequence Reinforcement Learning
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). We investigate the reliability of human bandit feedback, and analyze the influence of reliability on the learnability of...
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| Main Authors: | , , |
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| Format: | text |
| Published: |
Archīum Ateneo
2018
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| Subjects: | |
| Online Access: | https://archium.ateneo.edu/psychology-faculty-pubs/357 https://aclanthology.org/P18-1165/ |
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| Institution: | Ateneo De Manila University |