Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning

Nov-19-2025, 21:01:36 GMT–Neural Information Processing Systems

In this study, we explore the influence of various observation spaces on robot learning, focusing on three predominant modalities: RGB, RGB-D, and point cloud.

artificial intelligence, machine learning, observation space, (14 more...)

Neural Information Processing Systems

Nov-19-2025, 21:01:36 GMT

Conferences PDF

Country:
- Asia > China > Shanghai > Shanghai (0.04)

Genre:
- Research Report > New Finding (1.00)

Industry:
- Information Technology > Services (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning > Neural Networks
    - Deep Learning (0.93)
  - Robots (1.00)

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Point Cloud Matters: Rethinking the Impact of Different Observation Spaces on Robot Learning

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