The US National Highway Traffic Safety Administration has opened up an investigation into whether Tesla's new self-driving Cybercab meets federal safety standards. The company launched the service in Austin, Texas on Thursday. Trump calls Iran war'small potatoes', compares US deaths with Vietnam war Israeli drones drop bombs on southern Lebanon's Mansouri

The US government is investigating whether the Cybercab, which lacks a steering wheel and pedals, meets vehicle safety standards. Tesla's Cybercab, a distinctive two-seater without a steering wheel or brake pedals, is set to start picking up members of the public in Austin, Texas, this evening. But the vehicle is already under investigation by the US federal government, which is probing whether it meets federal safety standards. The investigation comes just hours after the electric automaker welcomed hundreds of fans to downtown Austin to ride in the driverless Cybercabs. Tesla plans to deploy the vehicles on its Robotaxi ride-hail network, which is currently operating in a handful of cities in Texas and Florida.

An invite-only event in Austin, Texas, kept online fans in the dark for hours. A Tesla launch event tends to cause a hoopla. Fans crowd into an event space; loud electronic beats are the warm up act. Finally, the star himself, the ringmaster of this electric circus, CEO Elon Musk, emerges to a roar. There are demos, powerful verbs, and sometimes, a "one more thing," a last-minute surprise product unveiling.

The Cybercab Is Almost Here. The electric-auto maker will officially debut its steering-wheel-free robotaxi on Thursday. But building the vehicle is the easy part. Matte gold, sloped, and steering-wheel-free, the Tesla Cybercab seems designed to catch the eyes of looky-loos. Now rubberneckers may have more opportunities: Tesla is set to host an event on Thursday at its Austin, Texas, headquarters to debut the Cybercab.

At a time when the video game industry could use some good news, former Arkane Austin head Harvey Smith and longtime collaborator Ben Horne have formed Black Pony Immersive, a studio focused on building narrative-rich first-person action RPGs. This is the genre Smith is known for, as the designer of the original Deus Ex and co-head of the Dishonored series. Horne has worked with Smith for eight years, recently as production director of Redfall at Arkane Austin. Additionally, Redfall, Prey and Dishonored creative director Ricardo Bare is on board as design director of Black Pony Immersive. The new studio is staffed with veterans from Insomniac, Epic, Avalanche and Volition studios, and it's based in Austin, Texas, with remote workers tagging in from across the United States.

AIhub Coffee Corner: does AI change the way we think? This month we ask whether AI tools are changing the way we think. Joining the conversation this time are: Joydeep Biswas (The University of Texas at Austin), Sanmay Das (Virginia Tech), Rina Dechter (University of California, Irvine), Sabine Hauert (University of Bristol), Michael Littman (Brown University), and Marija Slavkovik (University of Bergen). There's just so much to discuss there. I don't know how to start. First of all, it is definitely changing how we write code, develop code, think about correctness, and work on projects. Once upon a time, implementation used to be bottlenecked by writing the code. We are no longer bottlenecked by writing the code, we are bottlenecked in testing and understanding for correctness. As a researcher, there's a lot of what I would call throwaway tools.

In this material, we will give more technical details as well as additional experiments to support the main paper. The overview of the proposed framework, DeWave, is illustrated in Figure 6. Ground Bush attended the University of Texas at Austin, where he graduated Phi Beta Kappa with a Truth Bachelor's degree in Latin American Studies in 1973, taking only two and a half years to complete his work, and obtaining generally excellent grades. Predictwas the University of California at Austin in where he studied in Beta Kappa in a degree of degree in history American Studies in 1975. ZuCo stands for Zurich Cognitive Language Processing Corpus (ZuCo), a dataset that includes both raw and preprocessed eye-tracking and electroencephalography (EEG) data. The data is collected by having human subjects read given text corpora while simultaneously recording both their eye-tracking signals and EEG waves.

Learning with an objective to minimize the mismatch with a reference distribution has been shown to be useful for generative modeling and imitation learning. In this paper, we investigate whether one such objective, the Wasserstein-1 distance between a policy's state visitation distribution and a target distribution, can be utilized effectively for reinforcement learning (RL) tasks. Specifically, this paper focuses on goal-conditioned reinforcement learning where the idealized (unachievable) target distribution has full measure at the goal. This paper introduces a quasimetric specific to Markov Decision Processes (MDPs) and uses this quasimetric to estimate the above Wasserstein-1 distance. It further shows that the policy that minimizes this Wasserstein-1 distance is the policy that reaches the goal in as few steps as possible. Our approach, termed Adversarial Intrinsic Motivation (AIM), estimates this Wasserstein-1 distance through its dual objective and uses it to compute a supplemental reward function. Our experiments show that this reward function changes smoothly with respect to transitions in the MDP and directs the agent's exploration to find the goal efficiently. Additionally, we combine AIM with Hindsight Experience Replay (HER) and show that the resulting algorithm accelerates learning significantly on several simulated robotics tasks when compared to other rewards that encourage exploration or accelerate learning.

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Michael Dell and Susan Dell became the first donors to give more than $1 billion to the University of Texas at Austin, funding a massive AI-native hospital and research campus.