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The DeepMind Chinese–English Document Translation System at WMT2020
This paper describes the DeepMind submission to the Chinese\rightarrowEnglish constrained data track of the WMT2020 Shared Task on News Translation.
Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text
Here, we propose a conceptually simple method for training instruction-following agents with deep RL that are robust to natural human instructions.
Robust Instruction-Following in a Situated Agent via Transfer-Learning from Text
We address this issue by integrating language encoders that are pretrained on large text corpora into a situated, instruction-following agent.
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