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65 篇
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56:47EN → 简体中文
Lex Fridman· 2019年9月8日播客 · 2 人对谈Vijay Kumar 为什么不肯把它们叫作“无人机”嘉宾 Vijay Kumar · 主持 Lex Fridman宾夕法尼亚大学(Penn)机器人学家谈蜂群设计、真正的自主,以及为什么限制天空的仍是电池而不是算法。RoboticsAutonomous SystemsMulti-agent systems+3
1:59:37EN → 简体中文
Lex Fridman· 2019年8月5日播客 · 2 人对谈车道居中,是唯一已经有用的自动驾驶功能嘉宾 George Hotz · 主持 Lex Fridmancomma.ai 创始人 George Hotz 对 Lex Fridman 讲述,为什么保持在车道内胜过 5 级(Level 5)自动驾驶的承诺,以及无人驾驶出租车(robotaxi)技术栈为什么依然没有网络效应(network effect)。企业与战略Autonomous DrivingRobotics+3
44:48EN → 简体中文
Lex Fridman· 2019年7月22日播客 · 2 人对谈Chris Urmson:无人驾驶之路,与能让你打个盹的那条路分道扬镳嘉宾 Chris Urmson · 主持 Lex FridmanLex Fridman 与 Aurora CEO Chris Urmson 聊了 DARPA 挑战赛、为什么激光雷达(lidar)是工具而非拐杖,以及 L2 辅助驾驶的经济账为什么长不成真正的自动驾驶。智能体Autonomous Driving安全与治理+3
32:45EN → 简体中文
Lex Fridman· 2019年4月12日播客 · 2 人对谈马斯克:驾驶员的每一次操作都是错误,特斯拉 Autopilot 必须消除嘉宾 Elon Musk · 主持 Lex FridmanMIT 发表了一项关于驾驶员使用 Autopilot 时功能性警觉的研究后,Lex Fridman 与马斯克坐下来,讨论车内摄像头、车队数据,以及人是否还应该留在驾驶回路里。安全Autonomous Driving人工介入验证+3
55:24EN → 简体中文
Lex Fridman· 2019年2月7日播客 · 2 人对谈Kyle Vogt 做出高速公路改装套件,还没卖出一台就砍掉了嘉宾 Kyle Vogt · 主持 Lex FridmanCruise 总裁兼首席技术官 Kyle Vogt 对 Lex Fridman 讲述:这位玩着 BattleBots 长大的堪萨斯少年,为什么放弃了一款能用的产品,转而与通用汽车合作,并在 2019 年把原型一步步推向量产。企业与战略Autonomous DrivingRobotics+3
1:26:21EN → 简体中文
Lex Fridman· 2018年12月9日播客 · 2 人对谈机器绝不该把自己的目标奉为圭臬嘉宾 Stuart Russell · 主持 Lex FridmanStuart Russell 与 Lex Fridman 谈元推理(metareasoning)、自动驾驶的可靠性,以及为什么对人类目标的不确定性是控制问题(control problem)的核心。安全安全与治理Autonomous Driving+3
1:00:38EN
Lex Fridman· 2017年12月6日播客The Race Car and the Rulebook: Chris Gerdes on Automated Vehicle Safety主持 Lex FridmanA Stanford engineer and former DOT innovation chief explains how autonomous racing, voluntary safety guidance, and data sharing could shape safer self-driving cars.安全Autonomous Driving安全与治理+3
24:22EN
Lex Fridman播客 · 2 人对谈Craftsmanship, First Principles and the Road to Self-Driving: Jim Keller on Working with Elon Musk嘉宾 Jim Keller · 主持 Lex FridmanThe veteran chip architect explains why he thinks autonomous driving is a tractable engineering problem, how Tesla's cost constraints shaped its hardware, and what he took from Musk's way of thinking.模型与训练Autonomous DrivingAutonomous Systems+3
54:33EN
Lex Fridman播客 · 2 人对谈Vision or Lidar, Human or Machine: Lex Fridman's 2019 Map of the Self-Driving Race嘉宾 Self-Driving Cars · 主持 Lex FridmanThe opening lecture of MIT's 6.S094 course surveys 2018's milestones, the industry's optimistic predictions, and the beliefs about driving and humans that will decide who wins.Autonomous DrivingDeep LearningComputer Vision+3
58:46EN
Lex Fridman播客Caging the Neural Network: How Aptiv Thinks About Safe Self-Driving主持 Lex FridmanAptiv Autonomous Mobility's Karl Iagnemma and Oscar Beijbom explain why end-to-end learning is hard to trust in cars, and show how PointPillars and nuScenes push lidar perception forward.模型与训练Autonomous DrivingDeep Learning+3
1:15:59EN
Lex Fridman播客Steering Through Time: How Recurrent Networks and LSTMs Learn from Sequences主持 Lex FridmanLex Fridman's MIT 6.S094 lecture walks from backpropagation basics to LSTMs and the way they are used to predict steering in self-driving cars.模型与训练Deep Learning机器学习基础+2
1:07:22EN
Lex Fridman播客Cars That Drive Empty: Emilio Frazzoli on Why Self-Driving Needs Rules, Not Just Data主持 Lex FridmanThe nuTonomy CTO explains why full autonomy and shared fleets are where the value lies, and why the hardest open problem is deciding how vehicles should behave.Autonomous DrivingRoboticsAI startups & small teams+3
1:24:24EN → 简体中文
Lenny's Podcast播客真正会改写农场、矿场和公路的,是装进重型机器里的智能主持 Lenny RachitskyApplied Intuition 联合创始人 Qasar Younis 认为,未来五到十年 AI 最大的冲击会落在车辆和工业机械上,并讲了这家安静做到 150 亿美元估值的公司如何定价值观、读书、做管理。企业与战略Autonomous SystemsRobotics+3
1:13:18EN
Lex Fridman播客Human-Centered or Fully Autonomous? Lex Fridman's Case for Collaboration Between Driver and Machine主持 Lex FridmanLecture 2 of MIT's 2018 course on deep learning for self-driving cars covers the two paths to autonomy, how sensors compare, who is building what, and where deep learning can help.Autonomous Driving安全与治理Robotics+3
1:11:50EN
Lex Fridman播客Data Is Everything: Teaching Self-Driving Cars to Understand the Human Behind the Wheel主持 Lex FridmanIn an MIT lecture, Lex Fridman shows how deep learning can sense pedestrians, driver posture, gaze, emotion and cognitive load, and why that matters for human-centered autonomy.多模态与媒体Deep Learning视觉与视频+3
42:16EN → 简体中文
Lenny's Podcast播客无人驾驶行程背后的产品纪律:Waymo 怎样把信任做成可设计的行为主持 Lenny RachitskyWaymo 产品管理高级总监 Shweta Shrivastava 解释自动驾驶产品如何赢得乘客信任、衡量安全,并撑住长期投入。产品与体验Product ManagementAutonomous Driving+3
1:19:52EN
Lex Fridman播客From Pixels to Steering Wheels: Convolutional Networks and End-to-End Driving主持 Lex FridmanLex Fridman's MIT 6.S094 lecture explains how convolutional neural networks work, where deep learning helps a self-driving car, and how to train a network to steer from video.模型与训练Autonomous DrivingDeep Learning+3
1:27:30EN
Lex Fridman播客From NAND Gates to Self-Driving Traffic: Deep Reinforcement Learning in One Lecture主持 Lex FridmanLex Fridman's second MIT 6.S094 lecture walks from the humble perceptron to deep Q-learning and the browser-based DeepTraffic competition.模型与训练Reinforcement LearningDeep Learning+2
1:05:15EN
Lex Fridman播客Taming the Long Tail: How Waymo Builds a Self-Driving Factory主持 Lex FridmanWaymo principal scientist Drago Anguelov explains how machine learning infrastructure, hybrid design and smart simulated agents tackle the rare events of autonomous driving.模型与训练Autonomous DrivingRobotics+3
31:46EN
No Priors: AI, Machine Learning, Tech, & Startups播客 · 2 人对谈Why Rivian Threw Out Its First Self-Driving Stack and Built Its Own Brain主持 Sarah Guo, Elad GilRivian founder RJ Scaringe explains the neural-net reset, in-house chips, software-defined architecture and the mass-market R2 bet.企业与战略Autonomous DrivingInference+3
1:08:06EN
Lex Fridman播客 · 2 人对谈Deep Learning in One Lecture: From Perceptrons to AutoML and the Limits of Learning嘉宾 Deep Learning Basics · 主持 Lex FridmanLex Fridman's opening lecture for MIT's 6.S094 course surveys why deep learning took off, how neural networks learn, and where the technique still falls short.模型与训练Deep Learning机器学习基础+3
1:21:57EN → 简体中文
Lenny's Podcast播客Uber 产品负责人自己开车送餐:亲测、快发,以及数据说不时仍要出手主持 Lenny RachitskyUber 首席产品官 Sachin Kansal 讲极端亲测、压缩交付周期、人车混跑的自动驾驶,以及几次跟数据对着干的下注。产品与体验Product ManagementProduct Leadership+3
17:35EN
Lex Fridman播客Hands Off the Wheel in San Diego: A Comma Two Demo Drive and a Tour of comma.ai's Hardware Shop主持 Lex FridmanAfter their podcast conversation, George Hotz takes Lex Fridman on an openpilot drive and then through the comma.ai offices, dashboards, assembly line and compute cluster.产品与体验Autonomous DrivingAI startups & small teams+3
1:13:22EN
Lex Fridman播客The Second 90%: What It Really Takes to Put Deep Learning on a Driverless Car主持 Lex FridmanWaymo's Sacha Arnoud walks MIT students through Waymo's history, its perception stack, and the industrial-scale labeling, compute and testing behind it.模型与训练Autonomous DrivingRobotics+3
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