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Computational-Statistical Tradeoffs at the Next-Token Prediction Barrier: Autoregressive and Imitation Learning under Misspecification

Computational-Statistical Tradeoffs at the Next-Token Prediction Barrier: Autoregressive and Imitation Learning under Misspecification

18 February 2025
Dhruv Rohatgi
Adam Block
Audrey Huang
Akshay Krishnamurthy
Dylan J. Foster
ArXiv (abs)PDFHTML

Papers citing "Computational-Statistical Tradeoffs at the Next-Token Prediction Barrier: Autoregressive and Imitation Learning under Misspecification"

1 / 1 papers shown
Title
Inverse Q-Learning Done Right: Offline Imitation Learning in $Q^π$-Realizable MDPs
Inverse Q-Learning Done Right: Offline Imitation Learning in QπQ^πQπ-Realizable MDPs
Antoine Moulin
Gergely Neu
Luca Viano
OffRL
32
0
0
26 May 2025
1