Search Results - Simchowitz, Max

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  1. 1
    Exploration and Incentives in Reinforcement Learning

    Exploration and Incentives in Reinforcement Learning by Simchowitz, Max, Slivkins, Aleksandrs

    Published in Operations research
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  2. 2
    First-order methods almost always avoid strict saddle points

    First-order methods almost always avoid strict saddle points by Lee, Jason D., Panageas, Ioannis, Piliouras, Georgios, Simchowitz, Max, Jordan, Michael I., Recht, Benjamin

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  3. 3
    A Successive-Elimination Approach to Adaptive Robotic Source Seeking

    A Successive-Elimination Approach to Adaptive Robotic Source Seeking by Rolf, Esther, Fridovich-Keil, David, Simchowitz, Max, Recht, Benjamin, Tomlin, Claire

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  4. 4
    Making Non-Stochastic Control (Almost) as Easy as Stochastic

    Making Non-Stochastic Control (Almost) as Easy as Stochastic by Simchowitz, Max

    Published in arXiv.org
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  5. 5
    Exploration and Incentives in Reinforcement Learning

    Exploration and Incentives in Reinforcement Learning by Simchowitz, Max, Slivkins, Aleksandrs

    Published in arXiv.org
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  6. 6
    Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions

    Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions by Block, Adam, Simchowitz, Max

    Published in arXiv.org
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  7. 7
    On the Randomized Complexity of Minimizing a Convex Quadratic Function

    On the Randomized Complexity of Minimizing a Convex Quadratic Function by Simchowitz, Max

    Published in arXiv.org
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  8. 8
    Naive Exploration is Optimal for Online LQR

    Naive Exploration is Optimal for Online LQR by Simchowitz, Max, Foster, Dylan J

    Published in arXiv.org
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  9. 9
    Smoothed Online Learning for Prediction in Piecewise Affine Systems

    Smoothed Online Learning for Prediction in Piecewise Affine Systems by Block, Adam, Simchowitz, Max, Tedrake, Russ

    Published in arXiv.org
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  10. 10
    Oracle-Efficient Smoothed Online Learning for Piecewise Continuous Decision Making

    Oracle-Efficient Smoothed Online Learning for Piecewise Continuous Decision Making by Block, Adam, Rakhlin, Alexander, Simchowitz, Max

    Published in arXiv.org
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  11. 11
    Tackling Combinatorial Distribution Shift: A Matrix Completion Perspective

    Tackling Combinatorial Distribution Shift: A Matrix Completion Perspective by Simchowitz, Max, Gupta, Abhishek, Zhang, Kaiqing

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  12. 12
    The Simulator: Understanding Adaptive Sampling in the Moderate-Confidence Regime

    The Simulator: Understanding Adaptive Sampling in the Moderate-Confidence Regime by Simchowitz, Max, Jamieson, Kevin, Recht, Benjamin

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  13. 13
    Non-Asymptotic Gap-Dependent Regret Bounds for Tabular MDPs

    Non-Asymptotic Gap-Dependent Regret Bounds for Tabular MDPs by Simchowitz, Max, Jamieson, Kevin

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  14. 14
    Constrained Bimanual Planning with Analytic Inverse Kinematics

    Constrained Bimanual Planning with Analytic Inverse Kinematics by Cohn, Thomas, Shaw, Seiji, Simchowitz, Max, Tedrake, Russ

    Published in arXiv.org
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  15. 15
    Robot Fleet Learning via Policy Merging

    Robot Fleet Learning via Policy Merging by Wang, Lirui, Zhang, Kaiqing, Zhou, Allan, Simchowitz, Max, Tedrake, Russ

    Published in arXiv.org
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  16. 16
    Beyond No Regret: Instance-Dependent PAC Reinforcement Learning

    Beyond No Regret: Instance-Dependent PAC Reinforcement Learning by Wagenmaker, Andrew, Simchowitz, Max, Jamieson, Kevin

    Published in arXiv.org
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  17. 17
    On the Stability of Nonlinear Receding Horizon Control: A Geometric Perspective

    On the Stability of Nonlinear Receding Horizon Control: A Geometric Perspective by Westenbroek, Tyler, Simchowitz, Max, Jordan, Michael I, S Shankar Sastry

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  18. 18
    Corruption-robust exploration in episodic reinforcement learning

    Corruption-robust exploration in episodic reinforcement learning by Lykouris, Thodoris, Simchowitz, Max, Slivkins, Aleksandrs, Sun, Wen

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  19. 19
    Statistical Learning under Heterogeneous Distribution Shift

    Statistical Learning under Heterogeneous Distribution Shift by Simchowitz, Max, Ajay, Anurag, Agrawal, Pulkit, Krishnamurthy, Akshay

    Published in arXiv.org
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  20. 20
    RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability

    RePo: Resilient Model-Based Reinforcement Learning by Regularizing Posterior Predictability by Zhu, Chuning, Simchowitz, Max, Gadipudi, Siri, Gupta, Abhishek

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