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Statistical linear estimation with penalized estimators: an application to reinforcement learning.

, and . ICML, icml.cc / Omnipress, (2012)

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Pseudo-MDPs and factored linear action models., , , and . ADPRL, page 1-9. IEEE, (2014)Statistical linear estimation with penalized estimators: an application to reinforcement learning., and . ICML, icml.cc / Omnipress, (2012)Bootstrap Your Own Latent - A New Approach to Self-Supervised Learning., , , , , , , , , and 4 other author(s). NeurIPS, (2020)Understanding Self-Predictive Learning for Reinforcement Learning., , , , , , , , , and 6 other author(s). ICML, volume 202 of Proceedings of Machine Learning Research, page 33632-33656. PMLR, (2023)Cost-sensitive Multiclass Classification Risk Bounds., , and . ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 1391-1399. JMLR.org, (2013)DoMo-AC: Doubly Multi-step Off-policy Actor-Critic Algorithm., , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 33657-33673. PMLR, (2023)Human Alignment of Large Language Models through Online Preference Optimisation., , , , , , , , , and 3 other author(s). CoRR, (2024)Hierarchical Reinforcement Learning in Complex 3D Environments., , , , , and . CoRR, (2023)Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning., , , , , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 3875-3886. PMLR, (2020)Understanding Plasticity in Neural Networks., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 23190-23211. PMLR, (2023)