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Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding.

, , , and . J. Optimization Theory and Applications, 169 (3): 1042-1068 (2016)

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Performance Bounds and Suboptimal Policies for Multi-Period Investment., , , and . Found. Trends Optim., 1 (1): 1-72 (2014)Conic Optimization via Operator Splitting and Homogeneous Self-Dual Embedding., , , and . J. Optimization Theory and Applications, 169 (3): 1042-1068 (2016)Globally Convergent Type-I Anderson Acceleration for Nonsmooth Fixed-Point Iterations., , and . SIAM J. Optim., 30 (4): 3170-3197 (2020)Discovering Diverse Nearly Optimal Policies withSuccessor Features., , , , , and . CoRR, (2021)Iterated approximate value functions., , and . ECC, page 3882-3888. IEEE, (2013)ReLOAD: Reinforcement Learning with Optimistic Ascent-Descent for Last-Iterate Convergence in Constrained MDPs., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 25303-25336. PMLR, (2023)The Uncertainty Bellman Equation and Exploration., , , and . ICML, volume 80 of Proceedings of Machine Learning Research, page 3836-3845. PMLR, (2018)Large-Scale Convex Optimization for Dense Wireless Cooperative Networks., , , and . IEEE Trans. Signal Process., 63 (18): 4729-4743 (2015)Solving Mixed Integer Programs Using Neural Networks., , , , , , , , , and 9 other author(s). CoRR, (2020)POMRL: No-Regret Learning-to-Plan with Increasing Horizons., , , , and . CoRR, (2022)