Interpretable and Explainable Logical Policies via Neurally Guided Symbolic Abstractionb
| Jan 3, 2024
0  |  Read Time 0 min
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reflection
abstract
RL的可解释性问题:为啥采取这样的action。 基于此,将策略pi改写成了基于logic rule的differentiable形式。本来是黑箱决策,现在添加中间logic rules的显式调用。学习rule的方式和RNNLogic很像,都是现根据initial rules propose再学习weight,选择top-k rules
Status
Done
Type
induction
Author
  • Valine
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