"offline rl" Papers

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Normalizing Flows are Capable Models for Continuous Control

Raj Ghugare, Benjamin Eysenbach

NEURIPS 2025

ShiQ: Bringing back Bellman to LLMs

Pierre Clavier, Nathan Grinsztajn, Raphaël Avalos et al.

NEURIPS 2025arXiv:2505.11081
2
citations

Uni-RL: Unifying Online and Offline RL via Implicit Value Regularization

Haoran Xu, Liyuan Mao, Hui Jin et al.

NEURIPS 2025

Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning

Xu-Hui Liu, Tian-Shuo Liu, Shengyi Jiang et al.

ICML 2024arXiv:2407.12448
9
citations

Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings

Kevin Frans, Seohong Park, Pieter Abbeel et al.

ICML 2024spotlightarXiv:2402.17135
20
citations