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The Modeling of SDL Aiming at Knowledge Acquisition in Automatic Driving

arXiv.org Artificial Intelligence

In this paper we proposed an ultimate theory to solve the multi-target control problem through its introduction to the machine learning framework in automatic driving, which explored the implementation of excellent drivers' knowledge acquisition. Nowadays there exist some core problems that have not been fully realized by the researchers in automatic driving, such as the optimal way to control the multi-target objective functions of energy saving, safe driving, headway distance control and comfort driving, as well as the resolvability of the networks that automatic driving relied on and the high-performance chips like GPU on the complex driving environments. According to these problems, we developed a new theory to map multitarget objective functions in different spaces into the same one and thus introduced a machine learning framework of SDL(Super Deep Learning) for optimal multi-targetcontrol based on knowledge acquisition. We will present in this paper the optimal multi-target control by combining the fuzzy relationship of each multi-target objective function and the implementation of excellent drivers' knowledge acquired by machine learning. Theoretically, the impact of this method will exceed that of the fuzzy control method used in automatic train.


Calcalist to Host Tel Aviv Big Data Conference

#artificialintelligence

Speakers at the event include Israeli pop star and entrepreneur Ivri Lider. Lider is co-owner of MyPart Inc., a Tel Aviv-based startup that lets little-known artists offer their original songs, lyrics, music, translations, and visual art to successful musicians of their choice. One of the key speakers will be Avi Korenblum, a 20-year veteran of Israeli intelligence organizations. In 2012, Korenblum founded New York-headquartered online data analysis company Voyager Labs. Incorporated as Voyager Analytics Inc., the company develops artificial intelligence technology that provides enterprises with real-time actionable insights into their users' on-site activity.


5 Important Artificial Intelligence Predictions (For 2019) Everyone Should Read

#artificialintelligence

Artificial Intelligence – specifically machine learning and deep learning – was everywhere in 2018 and don't expect the hype to die down over the next 12 months. The hype will die eventually of course, and AI will become another consistent thread in the tapestry of our lives, just like the internet, electricity, and combustion did in days of yore. But for at least the next year, and probably longer, expect astonishing breakthroughs as well as continued excitement and hyperbole from commentators. This is because expectations of the changes to business and society which AI promises (or in some cases threatens) to bring about go beyond anything dreamed up during previous technological revolutions. AI points towards a future where machines not only do all of the physical work, as they have done since the industrial revolution but also the "thinking" work – planning, strategizing and making decisions.


Lame duck, indeed

FOX News

Co-chairs of The Problem Solvers Caucus Republican Rep. Tom Reed and Democrat Rep. Josh Gottheimer speak out on moving past gridlock in Washington. On the roster: Lame duck, indeed - H.W. Bush-era AG eyed as possible Sessions successor - GOP officials had early warning of voter fraud in N.C. - SupCo's double-jeopardy case holds Mueller probe implications - Will study for bacon LAME DUCK, INDEED In the universe of Washington dud stories, "government shutdown looming" is right up there with "fireworks expected at hearing" and "leadership challenge brewing." The witness shrugs off lame speechifying disguised as tough questioning, the insurgency peters out over the question "who else" and in all but five cases since 1990 the government makes it past the fiscal cliff by plopping out some temporary spending measure. And yet… Congress today passed a two-week extension of current spending while the lame-duck House and Senate bicker over how to proceed. At issue are seven stalled annual appropriations bills that fund nine cabinet agencies.


The $100 Million Bot Heist - Issue 66: Clockwork 

Nautilus

When it comes to using computers to steal money, few can come close to matching the success of Russian hacker Evgeniy Bogachev. The $3 million bounty the FBI has offered for Bogachev's capture is larger than any that has ever been offered for a cybercriminal--but that sum represents only a tiny fraction of the money he has stolen through his botnet GameOver ZeuS.1 At its height in 2012 and 2013, GameOver ZeuS, or GOZ, comprised between 500,000 and 1 million compromised computers all over the world that Bogachev could control remotely. For years, Bogachev used these machines to spread malware that allowed him to steal banking credentials and perpetrate online extortion.2 No one knows exactly how much money Bogachev stole from his thousands of victims using GOZ, but the FBI conservatively estimates that it was well over $100 million.2 Meanwhile, Bogachev has spent lavishly on a fleet of luxury cars, two French villas, and a large yacht.1 Bogachev lives in the resort town of Anapa on the Black Sea, where Russian officials have declined for years to arrest him or extradite him to the United States.


O2 down: Data and 4G still not working as outage also hits GiffGaff and Tesco Mobile

The Independent - Tech

O2's internet service is down, leaving customers of the network unable to get online. The problems mean those companies that share its network – such as GiffGaff and Tesco Mobile – are also being hit by the problems. Calls can still be made by customers despite 4G data connections are broken, O2 said. Affected phones, which may be every single device registered to the network, simply fail to show any kind of data connection and will not connect even when turned off and back on or when other workarounds are tried, according to users experiencing the problems. Some users also suggested SMS messaging was not working, leaving them unable to send texts.


O2 4G still down as transport networks and millions of outraged customers unable to get internet data

The Independent - Tech

O2's internet network is suffering an outage. And O2's customers are outraged. The carrier's 4G problems have hit the networks 25 million customers, as well as those using networks that rely on its infrastructure, like GiffGaff and Tesco Mobile. But it is also causing problems in places that rely on O2's network coverage for other important services. Transport for London's live timetables, for instance – which allow people to see accurately when a bus is about to turn up at any given stop – appears to have broken and is showing that no buses are arriving.


O2 4G down: Data and network not working due to software issue, as Tesco Mobile and GiffGaff users also face outage

The Independent - Tech

O2 has finally explained why its customers have been without internet for hours. The phone network has blamed a software problem at one of its suppliers, suggesting that the issue could be affecting other carriers too. Customers of O2 – as well as other networks that rely on its infrastructure, like GiffGaff and Tesco Mobile – have been unable to get online since early in the morning. Phones simply cannot connect to the internet and there is very little their users can do. There appears to be very little progress with fixing it.


O2 not working: Why is 4G and data is down on giffgaff and Tesco's networks?

The Independent - Tech

O2's network has stopped working, leaving its customers unable to get on the internet. And its customers are feeling largely hopeless. The issues apply not only to O2 customers but to people on GiffGaff and Tesco Mobile, too. The cause of the problems is still largely mysterious. O2 said that it is aware of them, is working on a fix, and has suggested they are related to problems at a third-party supplier that have affected other networks around the world, too.


'Shocking' Huawei arrest threatens to upend Trump-Xi trade truce

The Japan Times

HONG KONG/BEIJING – On the same day Donald Trump and Xi Jinping struck a trade war truce in Argentina, some 7,000 miles away Canadian authorities made an arrest that now threatens to make the U.S.-China conflict much worse. The U.S. is seeking the extradition of Meng Wanzhou, chief financial officer of Huawei Technologies Co., after convincing Canada to arrest her on Dec. 1 in connection with violating sanctions against Iran. China reacted with outrage on Wednesday, demanding that both countries move to free Meng immediately. It's hard to overstate the significance of her arrest in Beijing: Meng is the daughter of the founder of Huawei, a national champion at the forefront of Xi's efforts for China to be self-sufficient in strategic technologies. While the U.S. routinely asks allies to extradite drug lords, arms dealers and other criminals, arresting a major Chinese executive like this is rare -- if not unprecedented.