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Sharan Vaswani

Near-Optimal Sample Complexity Bounds for Constrained MDPs
2022 · Sharan Vaswani, Lin Yang, et al. · neural information processing systems · 7
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CAT-Flow: Curvature-Adaptive sTeps for Flow Matching
2026 · Li, Qinchan, Cisneros-Velarde, Pedro, et al. · arXiv (Cornell University)
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Convergence of Steepest Descent and Adam under Non-Uniform Smoothness
2026 · Vaswani, Sharan, Sun, Yifan, et al. · arXiv (Cornell University)
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Augmented Lagrangian Method for Last-Iterate Convergence for Constrained MDPs
2026 · Lu, Michael, Lin, Max Qiushi, et al. · arXiv (Cornell University)
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Optimistic Actor-Critic with Parametric Policies for Linear Markov Decision Processes
2026 · Lin, Max Qiushi, Asad, Reza, et al. · arXiv (Cornell University)
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Towards Parameter-Free Temporal Difference Learning
2026 · Li, Yunxiang, Schmidt, Mark, et al. · arXiv (Cornell University)
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Decision-Aware Actor-Critic with Function Approximation and Theoretical Guarantees
2026 · Vaswani, Sharan · Open Collections
Towards Principled, Practical Policy Gradient for Bandits and Tabular MDPs
2024 · Lu, Michael, Aghaei, Matin, et al. · arXiv (Cornell University)
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From Inverse Optimization to Feasibility to ERM
2024 · Mishra, Saurabh, Raj, Anant, et al. · arXiv (Cornell University)
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Works count: 9
Citation count: 7
H-index: 1
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