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Beyond variance reduction: Understanding the true impact of baselines on policy optimization.

, , , and . CoRR, (2020)

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On the interplay between noise and curvature and its effect on optimization and generalization., , , , , and . AISTATS, volume 108 of Proceedings of Machine Learning Research, page 3503-3513. PMLR, (2020)Beyond variance reduction: Understanding the true impact of baselines on policy optimization., , , and . CoRR, (2020)Spectral Dimensionality Reduction., , , , , and . Feature Extraction, volume 207 of Studies in Fuzziness and Soft Computing, Springer, (2006)Distributed SAGA: Maintaining linear convergence rate with limited communication., and . CoRR, (2017)Target-based Surrogates for Stochastic Optimization., , , , and . CoRR, (2023)Deep Language Networks: Joint Prompt Training of Stacked LLMs using Variational Inference., , , , , , , , and . CoRR, (2023)A Stochastic Gradient Method with an Exponential Convergence Rate for Finite Training Sets., , and . NIPS, page 2672-2680. (2012)An operator view of policy gradient methods., , and . NeurIPS, (2020)Batch Reinforcement Learning Through Continuation Method., , , , , and . ICLR, OpenReview.net, (2021)The Value Function Polytope in Reinforcement Learning., , , , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 1486-1495. PMLR, (2019)