m**c
发帖数: 7349 | 1 UCL has lots of experience in this area. It was the institution that spawned
DeepMind, the company (now owned by Google) whose AlphaGo system this year
beat a human grandmaster at Go, a fiendishly complicated board game. The UCL
team has written what it calls an Intelligent Autopilot System that uses
ten separate ANNs.
Each is tasked with learning the best settings for different controls (the
throttle, ailerons, elevators and so on) in a variety of different
conditions. Hundreds of ANNs would probably be needed to cope with a real
aircraft, says Dr Bentley. But ten is enough to check whether the idea is
fundamentally a sound one.
To train the autopilot, its ten ANNs observe humans using a flight simulator
. As the plane is flown—taking off, cruising, landing and coping with
severe weather and aircraft faults that can strike at any point—the
networks teach themselves how each specific element of powered flight
relates to all the others.
When the system is given a simulated aircraft of its own, it will thus know
how to alter the plane’s controls to keep it flying as straight and level
as possible, come what may. | a****l
发帖数: 8211 | 2 Ai开飞机？这基本就是本科大作业的级别好不好？
spawned
year
UCL
【在 m**c 的大作中提到】
: UCL has lots of experience in this area. It was the institution that spawned
: DeepMind, the company (now owned by Google) whose AlphaGo system this year
: beat a human grandmaster at Go, a fiendishly complicated board game. The UCL
: team has written what it calls an Intelligent Autopilot System that uses
: ten separate ANNs.
: Each is tasked with learning the best settings for different controls (the
: throttle, ailerons, elevators and so on) in a variety of different
: conditions. Hundreds of ANNs would probably be needed to cope with a real
: aircraft, says Dr Bentley. But ten is enough to check whether the idea is
: fundamentally a sound one.
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