UP主: 封面: 简介:https://optimalcontrol.ri.cmu.edu/lectures/欢迎来到卡内基梅隆大学的16-745课程:最优控制与强化学习!这是一门关于如何让机器人以快速、高效和稳健的方式在环境中移动...
视频选集 [01]Lecture 1_ Intro and Dynamics Review.zh_en [02]Lecture 2_ Dynamics Discretization and Stability.zh_en [03]Lecture 3_ Optimization Pt. 1.zh_en [04]Lecture 4_ Optimization Pt. 2.zh_en [05]Lecture 5_ Optimization Pt. 3.zh_en [06]Lecture 6_ Deterministic Optimal Control Intro.zh_en [07]Lecture 7_ The Linear Quadratic Regulator Three Ways.zh_en [08]Lecture 8_ Controllability and Dynamic Programming.zh_en [09]Lecture 9_ Convex Model-Predictive Control.zh_en [10]Lecture 10_ Nonlinear Trajectory Optimization.zh_en [11]Lecture 11_ Differential Dynamic Programming.zh_en [12]Lecture 12_ Direct Trajectory Optimization.zh_en [13]Lecture 13_ Dealing with 3D Rotations.zh_en [14]Lecture 14_ Optimizing Rotations.zh_en [15]2023 Lecture 15_ LQR with Quaternions and Quadrotors.zh_en [16]2023 Lecture 16_ Hybrid Systems and Legged Robots.zh_en [17]Lecture 17_ Iterative Learning Control.zh_en [18]Lecture 18_ Stochastic Optimal Control and LQG.zh_en [19]Lecture 19_ Kalman Filters and Duality.zh_en [20]Lecture 20_ Convex Relaxation and Landing Rockets.zh_en [21]Lecture 21_ Legged Robots and How to Walk with QPs.zh_en [22]Lecture 22_ Autonomous Driving and Game Theory.zh_en [23]Lecture 23_ Calculus of Variations and Physics as Optimal Control.zh_en
GPT中英字幕课程资源的视频 CMU《高级机器人动力学与仿真|16-715 Advanced Robot Dynamics and Simulation 2022》中英字幕 CMU《最优控制和强化学习|16-745: Optimal Control and Reinforcement Learning》中英字幕claude-3.5 吴恩达《用Jamba构建长上下文AI应用|Build Long-Context AI Apps with Jamba》中英字幕(deepseek 斯坦福大学《学术写作|Writing in the Sciences》中英字幕 哈佛大学《生物信息学与计算生物学导论| Introduction to Bioinformatics and Computational Biology》中英 CMU《计算机系统导论|CMU 15-213,15-513,14-513 Introduction to Computer Systems 2017 CMU《机器学习导论|Fall 2023 10-301/601 Introduction to Machine Learning》中英字幕(deepseek 耶鲁大学《天才的本质|The Nature of Genius》中英字幕(gpt-4o 斯坦福大学《音乐应用的音频信号处理|Audio Signal Processing for Music Applications》中英字幕