GTC ON-DEMAND

 
SEARCH SESSIONS
SEARCH SESSIONS

Search All
 
Refine Results:
 
Year(s)

SOCIAL MEDIA

EMAIL SUBSCRIPTION

 
 

GTC ON-DEMAND

Intelligent Machines, IoT & Robotics
Presentation
Media
Deep Learning for Robotics
Abstract:
Programming robots remains notoriously difficult. Equipping robots with the ability to learn would bypass the need for what often ends up being time-consuming task-specific programming. This talk will describe recent progress in deep reinforcement learning (robots learning through trial and error), in apprenticeship learning (robots learning from observing people), and in meta-learning for action (robots learning to learn). Our work has led to new robotic capabilities in manipulation, locomotion, and flight, with the same approach underlying advances in each of these domains.
 
Topics:
Intelligent Machines, IoT & Robotics, AI & Deep Learning Research
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9315
Streaming:
Download:
Share: