One Demonstration is Enough to Learn Robot Policies

Feb-16-2026, 13:17:59 GMT–Neural Information Processing Systems

Sequential decision-making problems typically require significant human supervision and data.

demonstration, machine learning, reinforcement learning, (18 more...)

Neural Information Processing Systems

Feb-16-2026, 13:17:59 GMT

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Country:
- North America > United States > California
  - Alameda County > Berkeley (0.04)
  - Los Angeles County > Long Beach (0.04)
  - San Francisco County > San Francisco (0.14)

Genre:
- Research Report (0.68)

Industry:
- Government (0.46)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning
    - Learning Graphical Models > Undirected Networks
      - Markov Models (0.46)
    - Reinforcement Learning (1.00)
  - Natural Language (1.00)
  - Representation & Reasoning (0.93)
  - Robots (1.00)
  - Vision (0.93)

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One Demonstration is Enough to Learn Robot Policies

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