• Everything you need to know about model-free and model-based reinforcement learning

    Everything you need to know about model-free and model-based reinforcement learning
    Reinforcement learning is one of the exciting branches of artificial intelligence. It plays an important role in game-playing AI systems, modern robots, chip-design systems, and other applications. There are many different types of reinforcement learning algorithms, but two main categories are “model-based” and “model-free” RL. They are both inspired by our understanding of learning in humans and animals. Nearly every book on reinforcement learning contains a c
  • Pee-powered vehicles are finally making a splash

    Pee-powered vehicles are finally making a splash
    A future of cars powered by electric batteries is inevitable. But what about trucks, ships, and planes? Hydrogen? Possibly. But there’s another chemical that could be used — and it’s abundant in your pee. What is ammonia, and why use it to power vehicles?  Ammonia is a combination of Hydrogen and Nitrogen (NH3), and is one of the few liquid chemical compounds. It rapidly releases energy in combustion and has a high energy density by volume.  It also comes with substa
  • Netflix and TikTok are betting on gaming to secure a future away from streaming

    Netflix and TikTok are betting on gaming to secure a future away from streaming
    The streaming wars are heating up. In March, Disney delayed the release date of Obi-Wan Kenobi to May 27 to coincide with the launch of Netflix’s top show, Stranger Things. This on the back of Google’s announcement YouTube Shorts had matched TikTok’s 1.5 billion subscribers in the short-form video market. Facing increased competition, falling subscriber numbers, and loss of content, Netflix and TikTok are having to diversify. And for this, they’re turning to games. With
  • This weird-looking motorcycle can ride on roads AND rail tracks

    This weird-looking motorcycle can ride on roads AND rail tracks
    It goes without saying that railway maintenance is crucial, but most workers have to walk long distances to inspect and fix faulty lines — which reduces both efficiency and safety. Artist Heqi Wang has come up with a unique solution to this problem. He has designed a dual-utility electric motorbike that can easily hop on railway tracks and function as a stylish ride on regular roads as well. Meet the Railway Motorcycle: Credit: London International Creative Competition The bike’s de
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  • The wheels have come off Toyota’s EV strategy — literally

    The wheels have come off Toyota’s EV strategy — literally
    Less than two months since its launch, the bZ4X — Toyota’s first mass-produced EV — is being recalled due to an increased risk that the tires could loosen and eventually come off the vehicle. According to the automaker, the problem is caused by a malfunction in the wheels’ hub bolts: The hub bolt that’s attached to the tire may loosen due to repeated sharp turns and sudden braking. Therefore, if you continue to drive in that state, abnormal noise will be generated,

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