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Unifying Task Specification in Reinforcement Learning.

. ICML, volume 70 of Proceedings of Machine Learning Research, page 3742-3750. PMLR, (2017)

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Linear Off-Policy Actor-Critic., , and . ICML, icml.cc / Omnipress, (2012)Improving Regression Performance with Distributional Losses., and . ICML, volume 80 of Proceedings of Machine Learning Research, page 2162-2171. PMLR, (2018)A Generalized Projected Bellman Error for Off-policy Value Estimation in Reinforcement Learning., , and . J. Mach. Learn. Res., (2022)Off-Policy Actor-Critic with Emphatic Weightings., , , and . J. Mach. Learn. Res., (2023)Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences., , , , , and . J. Mach. Learn. Res., (2022)Representation Alignment in Neural Networks., , and . Trans. Mach. Learn. Res., (2022)Generalized Optimal Reverse Prediction., and . AISTATS, volume 22 of JMLR Proceedings, page 1305-1313. JMLR.org, (2012)GVFs in the Real World: Making Predictions Online for Water Treatment., , , , , and . CoRR, (2023)Understanding and mitigating the limitations of prioritized experience replay., , , , , , and . UAI, volume 180 of Proceedings of Machine Learning Research, page 1561-1571. PMLR, (2022)Exploiting Action Impact Regularity and Exogenous State Variables for Offline Reinforcement Learning., , and . J. Artif. Intell. Res., (2023)