when they heard google's deep mind project was trying to beat atari games using the ai system.s like breakout or pong where the agent is beating humans by a factor of 1000 but there is a game at the bottom with atari says 0% and we were curious about that, why is it doing so badly? 0%, means the ai got a score of zero no matter how much they trained in that game is montezuma's revenge. we played it and we almost got close to 0%. it is a really hard game. but as enthusiastic students often do, they wanted a challenge. google's deep mind scoring zero meant nothing. let's create a system that can beat the game from our dorm rooms, they said, so they did, building an agent which would follow simple human instructions in order to play the game. we can describe in english exactly what instructions we would give you. we can pretend you are the ai. the first thing we say is, don't die. that is brutal. which in all honesty, it is something it takes the agent a while to discover. did you actually say, don't die? yes, and it makes things better. so they trained the ai to follow human inst

montezuma's revenge is considered the hardest original atari game, in pa rt the hardest original atarihere are so mini obstacles to report it and so much you need to do before you get any high school. these three computing stu d e nts high school. these three computing students from stanford university we re students from stanford university were looking for a college project that our natural language processing course. when they heard google's deep mined project was trying to beat atari games using the ai system. intrigued, they tracked down squashy from 2015. the graph is impressive, you have games like breakout or pong where the agent is beating humans by a factor of 1000 but there is a game at the bottom with abare says 0% and we were curious about that, why is it doing so badly? 0%, means the ai got a score of zero matter how much are trained in that game is montezuma's revenge. we played it and we almost got close to 0%. it is a really hard game. but as enthusiastic students often do, they wanted a challenge. google's deep mind scoring zero meant nothing. let's create a system th

saudi arabia has suspended all dialogue with count on a static atari media were accused of misreporting phone conversations between the emir of qatar and saudi arabia's defense minister urged the gulf states to night against iran and expressed his willingness to act as a b.d.a. to between doha and riyadh early though the us president alleged can't always sponsor terrorism. if i can help mediate between creator and in particular the u.a.e. and saudi arabia i would be willing to do so the nation of qatar unfortunately has historically been a funder of terrorism at a very high level don't troll made those comments back in june when four countries in the region first cuts their diplomatic and transport links with the gulf nation saudi arabia egypt bahrain and the u.a.e. all accuse count of supporting terrorism the us itself has its largest air base in the middle east even cattle around eleven thousand american troops are stationed just weeks after the blockade president trump approved last fighter jet deal with doha with twelve billion dollars tehran university politics professor side one h

well yes the united states permanently ataris to civilize them but no i want you to know i'm not i'm glad you brought this up picture because like trump disparagement of socialism which i know mark i mean from a american perspective only until the advent of bernie sanders that you could actually use that word in public i mean it was for bowden and then we have the president of united states to the podium at the general assembly disparaging social thinking the socialists are sitting in the hall nobody hundreds of millions of people call themselves that which was all around the world so it's not very generalized i mean it was not a dirty word portugais they were just again it just showed that kind of no centrism that they're. going to put this speech was you know the background to the speech was an attempt by the united states to kind of the majority of the members of the united nations who signed a statement that including that included the passage that they wanted to change so they beat the powers security council members so he speech his speech and all these attacks they were purpos

banks willink atari keep suffering as long as the blockade is going.y are not dealing with them. nobody is stealing with them. they are not dealing among regional banks and international banks at the moment. there are going to have to focus internally on their own countries market, which we all know is a small market. at the moment, they have no other option. tracy: as we head into the holiday, what is going to be hinging most on -- weig most on your mind for the rest of the year? as you point out, there is a whole host of things, oil price, the dollar, qatar, what is biggest for you? nabil: the biggest for us is qatar. you need the region to be stable, at least the gcc. you need to show it is a stable region. whatever is happening is coming from the outside, not the inside. whether that happens this year or not, i don't know. mostis for me the important issue at the moment in this scenario. foreign banks, or foreign investment looks at us as one region. we can sell the story that the problems are coming from outside and that we are facing them, but wh

atari or nintendo in the attic could be big ticket item right to you about.om our sister station in phoenix talked to man who has a mass add pretty good collection. ♪ >> reporter: your wallet needs a power up then some extra coins might be hiding in the video games you had in the past. >> value on my collection i would say around $3,000. maybe a little bit more. just because, you know, the consoles are alone a thousan >> alfredo tour stress is a vintage game collector in the valley. his nintendo zest video games around three large. he hasn't spent nearly that much et gathering the games. >> i go thrifting. i buy some here at stores like this. i've gone to conventions with a friend of pipe doesn't want his games any more i'll by them off of them if i can. >> it helps he work at video game shop game over games in phoenix his passion for collecting started way before it became his job. >> i started loo looking at vids and stuff like that. i remember having those as a kid and i've always wanted, you know, to have sort of my own little room an area to have a bunch

this was not a mega church they went to but i guess you could call it about atari moore -- as big as where you're sitting now. it was standing there. -- standing room only there. eulogy was given by his son matt. jason's son. he was poised. he was very articulate. it was a beautiful eulogy. there was not a dry eye in the house. to this day, i do not know how he stood there and did that. after the service, another fund funeral a united pilot said, john, tomorrow let's put our uniforms on and go out to denver international airport and go into the terminal and talk to the passengers. i said, that is a great idea. we did that. we went out to dia, spent several hours going up and down the terminal talking to passengers trying to reassure them about the security and safety of flying on all of the airlines, not just united airlines. for some people, it was very emotional and they were very touch. for other folks, they were very stoic and showed a lot of courage to be, you know, good, moral americans and get up and travel again in the skies. we hope that was a meaningful experience for them.