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We’ve reached out to Apple for comment and will update this article if we hear back. The technique could lead to more realistic video gameplay and more agile robots. Computer animation has never been better, but there’s still plenty of room for improvement. If we’re ever going to venture through to other side of the uncanny valley—that place where viewers can’t discern between what’s simulated and what’s real—it’ll be because we’ve finally imbued our virtual characters with natural appearances and movement. To that end, UC Berkeley graduate student Xue Bin “Jason” Peng, along with his colleagues, have combined two techniques—motion-capture technology and deep-reinforcement computer learning—to create something completely new: a system that teaches simulated humanoids how to perform complex physical tasks in a highly realistic manner. Learning from scratch, and with limited human intervention, the digital characters learned how to kick, jump, and flip their way to success. What’s more, they even learned how to interact with objects in their environment, such as barriers placed in their way or objects hurled directly at them. Normally, computer animators have to manually create custom controllers for every skill or task. These controllers are fairly granular, and include discrete skills such as walking, running, tumbling, or whatever the character needs to do. The motions created with this technique look decent, but each of them have to crafted individually by hand. Another approach is to exclusively use reinforcement learning methods, such as DeepMind’s GAIL. This technique is impressive, as simulated humanoids learn how to do things from scratch—but it often produces bizarre, unpredictable, and highly unnatural results. The new system, dubbed DeepMimic, works a bit differently. Instead of pushing the simulated character towards a specific end goal, such as walking, DeepMimic uses motion-capture clips to “show” the AI what the end goal is supposed to look like. In experiments, Bin’s team took motion-capture data from more than 25 different physical skills, from running and throwing to jumping and backflips, to “define the desired style and appearance” of the skill, as Peng explained at the Berkeley Artificial Intelligence Research (BAIR) blog. The virtual characters tripped, stumbled, and fell flat on their faces repeatedly until they finally got the movements right. It took about a month of simulated “practice” for each skill to develop, as the humanoids went through literally millions of trials trying to nail the perfect backflip or flying leg kick. But with each failure came an adjustment that took it closer to the desired goal.

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Also: Why I'm buying an Apple Watch Series 4 TechRepublic I'd love to be able to use the Watch as a primary voice communicator, as it's always on me. But it doesn't seem like at this point that it is more than a curiosity. Does Apple need to open up FaceTime Audio on the Watch and port Walkie-Talkie to iOS. Apple watchOS 5 adds new activity, communication features The new communication features come in the form of a new Walkie-Talkie mode that works over cellular and WiFi, along with more interactive notifications. Apple stays top of slowing wearables market The global wearables market grew by 1. percent for Q1 2018, lower than the 18 percent year-on-year growth registered a year ago, as consumers opt for smarter wearable devices. How smartwatch sensors could help tackle a dangerous heart condition A collaboration between Cupertino and Stanford University's medical school is aiming to conduct what could be the biggest research study into atrial fibrillation. Apple's healthcare plans under the microscope: From iPhone apps to Apple Watch and what comes next The way healthcare data is gathered, shared, and understood could all be set for a sea-change if Apple becomes consumers' and providers' med-tech supplier of choice. Apple Watch accurately detects hypertension and sleep apnea, study finds The study was conducted by health startup Cardiogram and UCSF and followed more than 6,000 subjects. You agree to receive updates, alerts and promotions from CBS and that CBS may share information about you with our marketing partners so that they may contact you by email or otherwise about their products or services. You may unsubscribe from these newsletters at any time. We compare the pros and cons of these computing platforms. A report suggests that the next-generation iPhone XS could get even bigger. And it can also be used for controlling music, making phone calls and paying for goods. Here are 18 Apple features that you should know about. This app reminds you to take a deep breath if it detects that you are stressed. And you can set your Apple Watch so that it shows the last app while in session, within 2 minutes of last use, within 1 hour of last use or always when you raise your wrist. The water lock feature turns off the touchscreen so moving water does not activate the device.

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I'm submitting this as a solo run but am also open to race, particularly against darko or coolkid if they submit as well. This category is yet to been featured in a GDQ and I've been surprised to find out how popular this run is as zipless MM2 is the most speedrun game on the leaderboards. Submitting as a race with - Dode, Panga, Barb, Juzcook, Glitchcat, Nobletofu, LaserBelch. This action game requires such sophisticated movements. Plenty of intricate inputs and precise tricks will be demonstrated throughout the game frequently. Submitting as a solo run or as a race with fastatcc, MooMooAkai, Reabs, or Chelney. This creates a beautiful, skill intensive run that tackles rooms and boss fights in creative ways by employing Mega Man's entire devastatingly powerful arsenal. Status: Accept Any% Normal No Out of Bounds 00:40:00. Skipping such large portions of the game results in an under-leveled and skill-based set of final boss fights that is sure to amaze. Yelsraek and I, the top two console runners, have PBs that are TWO FRAMES apart. Yelsraek and I are also the Co-Op world record holders after an improvement at AGDQ2019. It's an intense run requiring focus and coordination. This is a thrill ride of precision, snap decisions, and near-collisions! 1P2C run: Two marbles at the same time with one of the controllers inverted. It's a really fun concept and routing separately on the fly can lead to some very interesting situations. Also submitting a 1v1 race with Kekumanshoyu, every race we've done has been very close. Andy and I are both idiots with some fun goofy banter. Each of its seven stages features a different playable Looney Tunes character with different gameplay mechanics.

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At the bridge inspection site, Jugal was accompanied by Ex-MLA Ashwani Sharma, PWD Executive Engineer Mohd. He issued on the spot direction for speed up the work of approaching roads to the village before the rainy season. He also stressed on completing the bridge work at the earliest so that the public is not made to suffer anymore. Later, the MP also address public meeting at Raja Mandleek Hall. Jugal Kishore Sharma, while addressing the meeting said that a number of developmental activities have been started in Bishnah and R. . Pura and various Centrally sponsored schemes too have been extended to these constituencies. He said that the Narendra Modi led NDA government has completed two years and the achievements during this period have been countless and highly appreciated. He asked the public to get informed about the welfare schemes and avail the benefits of the same. Ashwani Sharma expressed gratitude to the MP for paying extra attention to Bishnah and said that whatever is being brought into the notice of Jugal Kishore Sharma is taken very seriously and as a result many developmental activities have been started here. Prabhari Ch. Vikram Randhawa, District President Brijeshwar Rana and other office bearers of district and Mandal presidents also accompanied Jugal. Shamsher Singh Manhas, while addressing the public at Narore said that the remote and far flung areas have remained ignored and neglected by t he successive governments in the state and the union governments which were of Congress for maximum period, could not mitigate the sufferings of the people nor any developmental activity was initiated in such areas. Manhas said that various welfare schemes have been launched by Modi led NDA government and the people must avail the benefits of these people friendly initiatives. Pawan Khajuria said that the present PDP-BJP coalition in Jammu and Kashmir is seriously working in the direction of providing good governance and the corruption has been completely rooted out, which itself is a major achievement during one year rule in the state. Rakesh Gupta, Vikas Kongra, Veer Singh, Ramesh Sharma, Avinash, Sanjay Verma, Mohan Lal Drahi, Subash Atri, Ram Dass, Sanjay, Dr. Lalit, Sarpanch Rattan Lal, Jagdish Lal, Paviter Singh, Karnail Singh, Sham Singh, Falail Singh and others were present in the public meeting. Anil Gupta and Balbir Ram Rattan and State Secretary Sanjay Baru at Trikuta Nagar office of the party.

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ght school, but his high test scores led to stateside work as a celestial ? ght navigator. Though the war engaged his imagination fully, by background and temperament he was ill disposed to put himself forward as its representative subject. But Jarrell’s work draws freely on an extensive reading of newspapers (in particular the war correspondence of Ernie Pyle) and magazines, as well as on books such as War and Children by Anna Freud and Dorothy T. Burlingham (a source for the poem “The Truth”) and Jan Karski’s Story of a Secret State (reviewed for Commentary in November 1945); a number of poems also draw on Jarrell’s detailed knowledge of planes and pilots. Most noteworthy, however, is how the war poems depict the constrained, institutional world of the soldier without losing sight of war’s broader arena, in which families, workers in the war industry, and civilian casualties also have their place. Jarrell preserves a comprehensive memory of war on a scale larger than that of individual experience. Where individual poems confront the problem of psychological trauma, Jarrell’s work as a whole becomes legible as a response to cultural trauma, to “an event. which is a) laden with negative a? ct, b) represented as indelible, and c) regarded as threatening a society’s existence. 9 The war poems were Jarrell’s ? st sustained success in poetry, but it bears emphasizing that identifying these poems as a single body of work — as “Randall Jarrell’s war poetry” — is a convenience. Rather than resolve these problems, I want to argue that an attention to arrangement helps establish the parameters of Jarrell’s project — or rather projects, for the work has two distinct phases. Setting aside magazine appearances for the moment, the war poems were ? st published alongside Jarrell’s other poetry in three individual volumes: Little Friend, Little Friend (1945), Losses (1948), and The Seven-League Crutches (1951). The subsections were retained for the posthumous Complete Poems (1969), in which the work dropped from Selected Poems appears at the end, identi? d by original volume. There are thus two discernible tendencies in the work’s publication history: ?

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He studied atthe Institut des Hautes tudes Cinmatogra-phiques (IDHEC) in Paris and the Centro speri-mentale di cinematografi a in Rome. Worked for the Tunisian newsreel company and as assis-tant on a number of foreign productions shot in Tunisia. Later worked as producer through his company Latif Productions, producing, among other fi lms, Nacer Khemirs Searchers of the Des-ert. Made shorts and documentaries before work-ing in television. Studied at the Institut des Hautes tudes Cinmatographiques ( IDHEC) in Paris. Worked as editor for the Tunisian newsreel company and as producer for Radio- Tlvision Tunisienne (RTT). Feature fi lm: Marathon Tam (1992) Ben Salah, Mohamed (b. 1945 in Algeria). Belgian- based fi lmmaker of Algerian descent. Worked as an actor in the 1980s, including playing one of the 44 Dictionary of African Filmmakers leads in Mehdi Charef s Miss Mona. Studied fi lmmaking at the Institut des Hautes tudes Cinmatographiques (IDHEC) in Paris. From the 1970s edited some of the most signifi cant Algerian feature fi lms. Two fi lms as director. Arrived in France at the age of 4 and retains Al-gerian nationality. One short fi lm. Stands apart from his more socially committed contempo-raries. Studied sociology and then fi lmmaking at the Centro sperimentale di cinematografi a in Rome. Worked as assistant director in Italy, including on two fi lms by Pier Paolo Pasolini.