OFFLINE NEURAL CONTEXTUAL BANDITS: PESSIMISM, OPTIMIZATION AND GENERALIZATION

Nguyen-Tang, T; Gupta, Sunil; Nguyen, AT; Venkatesh, Svetha

OFFLINE NEURAL CONTEXTUAL BANDITS: PESSIMISM, OPTIMIZATION AND GENERALIZATION

conference contribution

posted on 2024-06-03, 17:18 authored by T Nguyen-Tang, Sunil GuptaSunil Gupta, AT Nguyen, Svetha VenkateshSvetha Venkatesh

OFFLINE NEURAL CONTEXTUAL BANDITS: PESSIMISM, OPTIMIZATION AND GENERALIZATION

History

Pagination

1-25

Location

Virtual

Open access

Yes

Link to full text

https://openreview.net/forum?id=sPIFuucA3F

Start date

2022-04-25

End date

2022-04-29

Language

English

Notes

ICLR 2022 Poster

Publication classification

E1 Full written paper - refereed

Title of proceedings

ICLR 2022 : Proceedings of the 10th International Conference on Learning Representations 2022

Event

International Conference on Learning Representations. (10th : 2022 : Virtual)

Publisher

ICLR

Publication URL

https://openreview.net/forum?id=sPIFuucA3F

Usage metrics

Keywords

offline policy learning offline contextual bandits neural network function approximation ARC FL170100006

OFFLINE NEURAL CONTEXTUAL BANDITS: PESSIMISM, OPTIMIZATION AND GENERALIZATION

History

Pagination

Location

Open access

Link to full text

Start date

End date

Language

Notes

Publication classification

Title of proceedings

Event

Publisher

Publication URL

Usage metrics

Categories

Keywords

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Exports