Representation Balancing MDPs for Off-policy Policy Evaluation

Yao Liu, Omer Gottesman, Aniruddh Raghu, Matthieu Komorowski, Aldo A. Faisal, Finale Doshi-Velez, Emma Brunskill

Nov-20-2025, 18:33:59 GMT–Neural Information Processing Systems

We study the problem of off-policy policy evaluation (OPPE) in RL.

artificial intelligence, evaluation policy, machine learning, (17 more...)

Neural Information Processing Systems

Nov-20-2025, 18:33:59 GMT

Conferences PDF

Country:
- Europe > United Kingdom
  - England > Cambridgeshire > Cambridge (0.04)
- North America
  - Canada > Quebec
    - Montreal (0.04)
  - United States > California
    - Santa Clara County > Palo Alto (0.04)

Industry:
- Health & Medicine > Therapeutic Area
  - Immunology (0.50)
  - Infections and Infectious Diseases (0.32)

Technology:
- Information Technology > Artificial Intelligence
  - Machine Learning (1.00)
  - Representation & Reasoning > Agents (0.94)

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Representation Balancing MDPs for Off-policy Policy Evaluation
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