cs292f

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1. 1▶[CS292F 2020 Spring] Convex Optimization: Lecture 15 Follow the Regularized LeaderConvex Optimization Spring 2020Notes
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2. 2▶[CS292F 2020 Spring] Convex Optimization: Lecture 14 Online (Projected) Gradient DescentConvex Optimization Spring 2020Notes
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3. 3▶[CS292F 2020 Spring] Convex Optimization: Lecture 13 Learning from Expert AdviceConvex Optimization Spring 2020Notes
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4. 4▶[CS292F 2020 Spring] Convex Optimization: Lecture 12 Interior Point MethodsConvex Optimization Spring 2020Notes
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5. 5▶[CS292F 2020 Spring] Convex Optimization: Lecture 11 Newton's MethodConvex Optimization Spring 2020Notes
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6. 6▶[CS292F 2020 Spring] Convex Optimization: Lecture 10 KKT Conditions and Usage of DualityConvex Optimization Spring 2020Notes
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7. 7▶[CS292F 2020 Spring] Convex Optimization: Lecture 9 DualityConvex Optimization Spring 2020Notes
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8. 8▶[CS292F 2020 Spring] Convex Optimization: Lecture 8 Stochastic (Sub)gradient MethodConvex Optimization Spring 2020Notes
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9. 9▶[CS292F 2020 Spring] Convex Optimization: Lecture 7 Proximal Gradient Descent (Part II)Convex Optimization Spring 2020Notes
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10. 10▶[CS292F 2020 Spring] Convex Optimization: Lecture 6 Subgradient Method and Proximal Gradient DescentConvex Optimization Spring 2020Notes
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11. 11▶[CS292F 2020 Spring] Convex Optimization: Lecture 5 SubgradientConvex Optimization Spring 2020Notes
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12. 12▶[CS292F 2020 Spring] Convex Optimization: Lecture 4 Gradient DescentConvex Optimization Spring 2020Notes
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13. 13▶[CS292F 2020 Spring] Convex Optimization: Lecture 3 Canonical Problem FormsConvex Optimization Spring 2020Notes
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14. 14▶[CS292F 2020 Spring] Convex Optimization: Lecture 2 Convex Optimization BasicsConvex Optimization Spring 2020Notes
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15. 15▶[CS292F 2021 Spring] Statistical RL Lecture 15: Offline RL (Part IV) Uniform OPE (continues)StatRL Spring 2021Notes
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16. 16▶[CS292F 2021 Spring] Statistical RL Lecture 14: Offline RL (Part III) Uniform OPEStatRL Spring 2021Notes
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17. 17▶[CS292F 2021 Spring] Statistical RL Lecture 13: Offline RL (Part II) Curse of Horizon and MISStatRL Spring 2021Notes
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18. 18▶[CS292F 2021 Spring] Statistical RL Lecture 12: Offline RL (Part I) Offline Policy EvaluationStatRL Spring 2021Notes
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19. 19▶[CS292F 2021 Spring] Statistical RL Lecture 11: Linear MDPs (Part II) + Intro to Offline RLStatRL Spring 2021Notes
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20. 20▶[CS292F 2021 Spring] Statistical RL Lecture 10: Exploration in Linear MDPsStatRL Spring 2021Notes
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21. 21▶[CS292F 2021 Spring] Statistical RL Lecture 9: Exploration in Tabular MDPsStatRL Spring 2021Notes
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22. 22▶[CS292F 2021 Spring] Statistical RL Lecture 8: Linear BanditsStatRL Spring 2021Notes
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23. 23▶[CS292F 2021 Spring] Statistical RL Lecture 7: Exploration in BanditsStatRL Spring 2021Notes
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24. 24▶[CS292F 2021 Spring] Statistical RL Lecture 6: RL Algorithm III + Exploration IStatRL Spring 2021Notes
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25. 25▶[CS292F 2021 Spring] Statistical RL Lecture 5: RL Algorithm IIStatRL Spring 2021Notes
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26. 26▶[CS292F 2021 Spring] Statistical RL Lecture 4: MDP III and RL Algorithm IStatRL Spring 2021Notes
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27. 27▶[CS292F 2021 Spring] Statistical RL Lecture 3: MDP IIStatRL Spring 2021Notes
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28. 28▶[CS292F 2021 Spring] Statistical RL Lecture 2: MDP IStatRL Spring 2021Notes
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29. 29▶[CS292F 2021 Spring] Statistical RL Lecture 1: Intro and MDP basicsStatRL Spring 2021Notes
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30. 30▶[CS292F 2020 Spring] Convex Optimization: Lecture 1 Intro to convex optimizationConvex Optimization Spring 2020Notes
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