On the Value of Interaction and Function Approximation in Imitation Learning

Apr-24-2026, 14:56:03 GMT–Neural Information Processing Systems

We study the statistical guarantees for the Imitation Learning (IL) problem in episodic MDPs.

learner, machine learning, reinforcement learning, (19 more...)

Neural Information Processing Systems

Apr-24-2026, 14:56:03 GMT

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Country:
- North America > United States > California > Los Angeles County (0.28)

Technology:
- Information Technology > Artificial Intelligence
  - Robots (1.00)
  - Representation & Reasoning > Uncertainty
    - Fuzzy Logic (0.41)
  - Machine Learning
    - Reinforcement Learning (1.00)
    - Learning Graphical Models > Undirected Networks
      - Markov Models (0.48)

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