One-Shot Imitation Learning

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Introduction

Related Work

One-Shot Imitation Learning

Problem Formalization

Block Stacking Tasks

Algorithm

Architecture

Demonstration Network

Temporal Dropout:

Neighborhood Attention:

Context network

Attention over demonstration:

Attention over current state:

Manipulation network

Experiments

Performance Evaluation

Visualization

Conclusions

Criticisms

References