Search Results for author: lyubing qiang

Found 1 papers, 0 papers with code

Fast Inference and Transfer of Compositional Task Structures for Few-shot Task Generalization

no code implementations25 May 2022 Sungryull Sohn, Hyunjae Woo, Jongwook Choi, lyubing qiang, Izzeddin Gur, Aleksandra Faust, Honglak Lee

Different from the previous meta-rl methods trying to directly infer the unstructured task embedding, our multi-task subtask graph inferencer (MTSGI) first infers the common high-level task structure in terms of the subtask graph from the training tasks, and use it as a prior to improve the task inference in testing.

Hierarchical Reinforcement Learning Meta Reinforcement Learning +2

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