WeAreDevelopers Logo WeAreDevelopers
Sign in
For You LIVE
World Congress 2021 • Jun 30, 2021

On the straight and narrow path - How to get cars to drive themselves using reinforcement learning and trajectory optimization

Francis Powlesland , Elena Kotljarova

Can a car master an unknown track without pre-programmed physics? Discover how Q-learning and trajectory optimization teach autonomous vehicles to drive themselves from scratch.

Starting at 4:50 · Watch from the beginning

On the straight and narrow path - How to get cars to drive themselves using reinforcement learning and trajectory optimization thumbnail

Checking access…

Playback and chapters load privately for Free videos.

Matching moments

4:55 min

Audience Q&A on autonomous driving models and data

Liang Yu · World Congress 2022

2:52 min

Introduction to safety-critical machine learning in automotive contexts

Jan Zawadzki · World Congress 2022

3:37 min

Hardware evolution from local inference to physical artificial intelligence

Vini Senger Vini Senger · World Congress 2026 North America

3:55 min

Technical catalysts driving real-world artificial intelligence

Clemens Wasner Clemens Wasner +3 · World Congress 2026 Europe

3:05 min

Introduction to the speakers and topic

Ulrich Wurstbauer +1 · LIVE

1:43 min

Optimizing AI model execution for in-car inference

Daniel Graff +1 · World Congress 2021

More from World Congress 2021

Micro Frontends with Module Federation: Why and How? thumbnail
45:40

Micro Frontends with Module Federation: Why and How?

Manfred Steyer · ANGULARarchitects.io

Data Science on Software Data thumbnail
48:10

Data Science on Software Data

Markus Harrer · innoQ

The journey from developer to devops - what i've learnt along the way thumbnail
42:44

The journey from developer to devops - what i've learnt along the way

Liam Hurrel +1

How Data is Shaping our Games thumbnail
43:30

How Data is Shaping our Games

Johanna Pirker · LMU Munich and TU Graz

Cross platform Augmented Reality development with React Native thumbnail
40:50

Cross platform Augmented Reality development with React Native

Vladimir Novick

How to Build a Monetization Strategy Based on User's in-app Behavior thumbnail
38:59

How to Build a Monetization Strategy Based on User's in-app Behavior

Natalie Sieradzki

Upcoming sessions on this topic

Open session

Teaching AI Coding Agents to Build It Right the First Time

  • Sajeetharan Sinnathurai

    Microsoft

    Principal Product Manager

Open session

Engineering AI Strategy: Beyond the Hype

  • Omkar Srivastava

    ADSK

    Engineering Leader

Open session

From Agent Demo to Production: Safe Autonomous AI Assistants

  • Saurav Agarwal

    NVIDIA

    Senior Manager, Solutions Architecture and Engineering

Open session

Build a Zero-Cost AI Agent in Your Browser

  • Aishwarya Mathuria

    Adobe

    Computer Scientist

  • Nishant Thakur

    Adobe

    Senior Computer Scientist

Open session

Autopsy of an Autonomous Incident: When the Agent Made It Worse

  • Navin Pai

    StackGen

    Director of Engineering

Open session

Your AI Agents Are Bleeding Tokens: Building a Runtime Cost Control Plane for LLMs

  • Aakriti Aggarwal

    IBM Research

    Research Engineer

  • Bhavishya Pandit

    66degrees

    Leading AI Innovation

Related videos

How Machine Learning is turning the Automotive Industry upside down thumbnail
26:55

How Machine Learning is turning the Automotive Industry upside down

Jan Zawadzki

LIVE · Nov 2020

Getting Started with Machine Learning thumbnail
44:11

Getting Started with Machine Learning

Alexandra Waldherr

LIVE · Oct 2021

What non-automotive Machine Learning projects can learn from automotive Machine Learning projects thumbnail
48:01

What non-automotive Machine Learning projects can learn from automotive Machine Learning projects

Jan Zawadzki

World Congress · 2022

Intelligent Data Selection for Continual Learning of AI Functions thumbnail
52:10

Intelligent Data Selection for Continual Learning of AI Functions

Nico Schmidt

LIVE · Mar 2022

How to develop an autonomous car end-to-end: Robotic Drive and the mobility revolution thumbnail
1:18:27

How to develop an autonomous car end-to-end: Robotic Drive and the mobility revolution

Ulrich Wurstbauer +1

LIVE · Jul 2020

Fine-Tuning Small Language Models for Agentic AI thumbnail
29:18

Fine-Tuning Small Language Models for Agentic AI

Björn Buchhold · CID

World Congress Europe · 2026

Related articles

From learning to earning

Jobs that call for the skills explored in this talk.