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 reusable rocket


Realizing Stabilized Landing for Computation-Limited Reusable Rockets: A Quantum Reinforcement Learning Approach

arXiv.org Artificial Intelligence

The advent of reusable rockets has heralded a new era in space exploration, reducing the costs of launching satellites by a significant factor. Traditional rockets were disposable, but the design of reusable rockets for repeated use has revolutionized the financial dynamics of space missions. The most critical phase of reusable rockets is the landing stage, which involves managing the tremendous speed and attitude for safe recovery. The complexity of this task presents new challenges for control systems, specifically in terms of precision and adaptability. Classical control systems like the proportional-integral-derivative (PID) controller lack the flexibility to adapt to dynamic system changes, making them costly and time-consuming to redesign of controller. This paper explores the integration of quantum reinforcement learning into the control systems of reusable rockets as a promising alternative. Unlike classical reinforcement learning, quantum reinforcement learning uses quantum bits that can exist in superposition, allowing for more efficient information encoding and reducing the number of parameters required. This leads to increased computational efficiency, reduced memory requirements, and more stable and predictable performance. Due to the nature of reusable rockets, which must be light, heavy computers cannot fit into them. In the reusable rocket scenario, quantum reinforcement learning, which has reduced memory requirements due to fewer parameters, is a good solution.


Honda sees its future in air taxis, rockets and moon robots

The Japan Times

Car and motorbike maker Honda Motor Co. is positioning itself for a vertical takeoff. The Tokyo-based company is embarking on efforts to field a new electric-hybrid air taxi, a robot with human-like hands that may one day toil on the moon and a reusable rocket to carry small satellites into space more economically. Honda's vision of how people will work, travel and spend leisure time in the future will help expand its business beyond cars, lawn mowers and motorcycles. The efforts are a key component of Honda's "2030 Vision" to broaden the definition of mobility and to improve peoples' daily lives. The automaker, which also has a niche business in small planes, is a newcomer to the space industry, dominated today by established defense contractors such as Boeing Co. and well-funded upstarts such as Elon Musk's SpaceX and Jeff Bezos's Blue Origin.


Spacetech Race: Which Companies are Leading at the Forefront?

#artificialintelligence

Sooner or later, people will occupy outer space and look at the world from there. Ever since humans found that there exists a place beyond earth, the space race began. As the technology evolved, disruptive trends like artificial intelligence and machine learning are accelerating spacetech applications. While spacetech start-ups are ballooning like never before, giant technology companies are jumping into the spacetech market to score big. Today, the mother earth is undergoing a crucial time.


Jeff Bezos' big tech bets - ETtech

#artificialintelligence

Amazon Inc, the world's largest online retailer, is being known these days as more of a technology company, and rightly so. Technology is at the core of whatever Amazon does -- from algorithms that forecast demand and place orders from brands, and robots that sort and pack items in warehouses to drones that will soon drop packages off at homes. At its new Go Stores, for instance, advances in computer vision have made it possible to identify the people walking in and what products they pick up, helping add them to their online shopping carts. Jeff Bezos, the founder of Amazon and the world's richest man, is always pulling new rabbits out of his hat, like next-day or same-day shipping and cashier-less stores. Besides, there is Blue Origin, the aerospace company privately owned by Bezos, which is on a mission to make spaceflight possible for everyone.


SpaceX Falcon 9 launches, lands in historic first

USATODAY - Tech Top Stories

SpaceX launched and landed its'flight proven' Falcon 9 rocket in a historic first for rocket re-usability. CAPE CANAVERAL -- SpaceX's successful re-launch of a used Falcon 9 rocket Thursday evening demonstrated technology that will revolutionize the space industry, CEO Elon Musk said. "This is going to be a huge revolution in spaceflight," he said. "It's the difference between if you had airplanes where you threw away an airplane after every flight, versus you could reuse them multiple times." The innovation of reusable rockets, Musk believes, will drastically lower costs and make it possible to fulfill his ultimate ambition: starting a colony on Mars.


SpaceX marks another successful rocket landing

Christian Science Monitor | Science

SpaceX successfully landed its Falcon 9 rocket once again on Sunday morning, for the sixth time in the last eight months. The Falcon 9, a two-stage rocket, lifted off from Cape Canaveral Air Force Station in Florida at 1:26 a.m. ET Sunday, and returned for a landing on the deck of a robotic ship less than nine minutes later. While in the air, it boosted JCSAT-16, a commercial communications satellite for SKY Perfect JSAT Corporation, to a Geostationary Transfer Orbit. The Falcon 9's successful launches mark significant progress toward the private spaceflight company's goal of developing fully reusable rockets.


Elon Musk: SpaceX rocket landing 'another step toward the stars'

Christian Science Monitor | Science

The epic rocket landing SpaceX pulled off today (April 8) is a big step forward in humanity's march out into the cosmos, company founder and CEO Elon Musk said. SpaceX managed to land the first stage of its Falcon 9 rocket on a robotic "drone ship" in the Atlantic Ocean during the successful launch of the company's uncrewed Dragon cargo capsule toward the International Space Station from Florida's Cape Canaveral Air Force Station this afternoon. The first-of-its-kind touchdown is an important milestone in SpaceX's quest to develop completely reusable rockets, which Musk has said could revolutionize spaceflight by reducing launch costs by a factor of 100. "I think it's another step toward the stars," Musk said during a post-launch press briefing today. "In order for us to really open up access to space, we've got to achieve full and rapid reusability. And to be able to do that for the primary rocket booster is going to [have] a huge impact on cost."