I. Introduction

II. Embodied Perceptual Learning

III. Embodied Policy Learning

IV. Embodied Task-Oriented Learning

V. Datasets and Evaluation Metrics

VI. Applications

VII. Challenges and Future Directions

VIII. Conclusion