Kategoriak: All - efficiency - education - impact - learning

arabera Jerry Zhang 9 days ago

15

Rise of the Autonomous Machines

The evolution of autonomous machines is transforming various sectors by integrating advanced technologies such as deep-reinforcement learning and intelligent transport systems. These systems rely on sophisticated on-board computers and planning mechanisms to operate efficiently, despite the challenges posed by latency and the need for real-time data processing.

Rise of the Autonomous Machines

Rise of the Autonomous Machines

cooperation among autonomous machines

intelligent transport system
system on road
system on vehical

the cloud system

uses of the cloud system
high definition graphics
deep learning
diagram

the communication system

cellular networks

the planning and control system

Deep-reinforcement learning
traditional planning and control system

the localization system

different DOFs
algorithms for different enviroments

The sensing system

multimodal fusion
accuracy, reliability, and comprehensiveness

The Perception system

geometry based approach
deep learning based approach

The on-board computer system

danger of latency
input at different rates

the broader societal impact of autonomous machines

control of developement
expensive cost
revolutionize economy
more efficiency

education of future engineers

Cooperative education
reshape of current engineering programs
internal training programs
university education

the 6 stages of Information Technology

autonomous machines
network sevices
social networks
search engines
personal computers
invention of microprecessors