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How to Escape Saddle Points Efficiently.

, , , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 1724-1732. PMLR, (2017)

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Stochastic Cubic Regularization for Fast Nonconvex Optimization., , , , and . CoRR, (2017)The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces., , and . CoRR, (2021)Optimistic MLE: A Generic Model-Based Algorithm for Partially Observable Sequential Decision Making., , , and . STOC, page 363-376. ACM, (2023)Sample-Efficient Reinforcement Learning of Partially Observable Markov Games., , and . NeurIPS, (2022)A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network., , and . COLT, volume 134 of Proceedings of Machine Learning Research, page 4577-4632. PMLR, (2021)Local Maxima in the Likelihood of Gaussian Mixture Models: Structural Results and Algorithmic Consequences., , , , and . NIPS, page 4116-4124. (2016)Reward-Free Exploration for Reinforcement Learning., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 4870-4879. PMLR, (2020)Coordination secondary control for autonomous hybrid AC/DC microgrids with global power sharing operation., , , , and . IECON, page 4066-4071. IEEE, (2016)Provable Reinforcement Learning with a Short-Term Memory., , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 5832-5850. PMLR, (2022)The Power of Exploiter: Provable Multi-Agent RL in Large State Spaces., , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 10251-10279. PMLR, (2022)