Robotics’ Post

With each passing year, the world stands testament to the rapid advancements in the realm of robotics. From the versatile abilities of Agility Robotics’ ‘Digit’ to the dexterous offerings of Boston Dynamics, and Amazon’s foray into automating its immense logistical framework, the robotics spectrum is vast and varied. But what do these advancements signal for our future? https://lnkd.in/dyfx37kC

Advancing Robotics Control: Innovations in Optimization Techniques #AI #artificialintelligence #hybridsystems #llm #machinelearning #MITCSAIL #nonlinearsystems #ReinforcementLearning #Robotics #stability #sumsofsquaresprogramming #valuefunctionapproximations

Ask anyone - Pittsburgh is THE place to be for robotics companies. It isn't just a city, it's the birthplace of robotics and AI innovation with a reputation as a top-tier global robotics ecosystem. Here are just a few reasons why it's the ideal location to start and grow your robotics company, and why the Robotics Factory is based here: ⚙ Carnegie Mellon University's Legacy: The city's robotics prowess can be traced to Carnegie Mellon University, a pioneering global leader in robotics education and research. ⚙ A Cluster of Over 100 Commercial Robotics Companies: Pittsburgh is bustling with more than 100 commercial robotics companies from a wide variety of industries, making it a world-leader in robotics, autonomy, and artificial intelligence. This vibrant ecosystem offers unparalleled networking, collaboration, and growth opportunities. ⚙ Support from 40+ Industry Organizations: Startups in Pittsburgh thrive within a dynamic ecosystem supported by a wealth of economic development initiatives, comprehensive talent training programs, and a range of funding opportunities, all ultimately bolstering robotics talent and cluster advancement. ⚙ Rich Manufacturing Heritage: Pittsburgh's legacy in manufacturing a strong foundation for robotics companies. The city's past now converges with cutting-edge industry 4.0 technology and insights. Located in the heart of this dynamic city, the Robotics Factory is more than just an accelerator - It's a gateway to a thriving robotics ecosystem, providing access to top-tier resources, mentorship, and a community of innovators. If you're looking to launch a robotics company, Pittsburgh is the place to be. And the Robotics Factory - Accelerate program is your starting point. Apply now and become part of the robotics revolution in the world's robotics capital - https://lnkd.in/e2axiKGA

Exploring RLHF in Robotics: Safe and Adaptive Human-Robot Interaction Chris Miller The exploration of RLHF, in the field of robotics has opened up opportunities for adaptable interaction between humans and robots. Reinforcement Learning from Human Feedback (RLHF) represents an advancement in robotics offering an approach to optimizing collaboration between humans and robots. This article examines the implications of RLHF in reshaping the dynamics of human robot […] https://ift.tt/qI4luk2

Would you like to take full advantage of robotics in your business? There are many benefits of introducing robotics into your business, and getting started is easier than you think, even without expert technical knowledge. Read our blog to find out how:

https://lnkd.in/e8sfSRtQ The advent of collaborative robotics in industry has created a closer collaboration between humans and robots. This has led to the need to optimally schedule human and robot tasks to be robust enough to handle variability induced by time-related operator errors caused by the inability to accurately forecast the stochastic nature of human behavior. This article proposes an explicit scheme for tackling time-related variability in human tasks online in applications where humans intervene at a given time in the collaborative workspace. The planning problem is reformulated as a Travelling Salesman Problem combined with a 0/1-Knapsack Problem in order to actively define robot behavior when there is an unmodelled shift in the human execution time sequence. 

"📝 Advancing Robotics: SLoMo - A Revolutionary Framework for Motion Transfer 🤖🚀 "Unlocking the Power of Casual Videos to Enhance Robot Motion Skills" 🤯 Groundbreaking Innovation: SLoMo, a novel framework, is changing the game in robotics by enabling the transfer of motion skills from everyday videos of humans and animals to robots. 🎥 Casual Video Inspiration: Unlike traditional methods that require expert animators or expensive motion capture equipment, SLoMo harnesses the power of easily accessible online videos, making it highly scalable. 🔄 Three-Stage Process: SLoMo operates in three key stages: 1. Synthesizing plausible motion trajectories from monocular videos. 2. Optimizing reference trajectories for robots, including body and foot motion. 3. Real-time tracking of the reference trajectory using a model predictive controller on robot hardware. 📄 Resources Available: The research paper and the project's Github repository are accessible for those interested in delving deeper into this groundbreaking technology. 🤖 Potential Impact: SLoMo has the potential to revolutionize robotics by democratizing the acquisition of motion skills, paving the way for more agile and capable robots. 🌟 Community Response: The research has garnered significant interest and praise, with comments highlighting its potential applications and impact in fields like sports training. This innovative framework, SLoMo, could be a game-changer in the world of robotics, opening up new possibilities for robots to acquire complex motion skills from everyday videos. The use of casual videos for motion transfer has the potential to democratize robotics and accelerate advancements in various industries." 🌟 Track the Trend: Stay ahead of the curve and explore the possibilities, follow me on Linkedin.com/in/psmahesh ⛷❄🏂🌄 "Credits: 🌟 All rights and credits for the content presented are reserved for their respective owners. 📚 For attribution or content removal requests, please contact me. 📩 Only used for Academic Learning/Sharing good work purpose, giving due credit to respective owner 📚 Thank you, and God bless. 🙏"

Cobots are rising to the challenge of increasing automation in the midst of a stressed workforce. But what exactly are 'cobots' and what standards do they follow? Learn about collaborative robotics in our new textbook chapter! https://bit.ly/3ODVtTF

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🤖 Excited to reshare this fantastic post from Robotics Factory about Pittsburgh's thriving robotics ecosystem – a place we're proud to call home for Tronix3D! As pioneers in additive manufacturing, we've seen first-hand how this city fuels innovation in robotics. ⚙ At Tronix3D, we're honored to work alongside some of the brightest minds emerging from Carnegie Mellon University, bringing fresh perspectives into our additive manufacturing solutions. 🔗 The synergy between Pittsburgh's rich manufacturing heritage and the cutting-edge industry 4.0 technology is something we experience daily. Our work in 3D printing technologies complements the city’s legacy, pushing boundaries in sectors like robotics, energy, medical, and defense. 💡 Working with companies from the Robotics Factory accelerator has been a game-changer. Their innovative approach aligns perfectly with our mission to deliver quality and excellence in all our projects. 🚀 If you're part of the robotics world, or just curious about the future of tech, following the developments in Pittsburgh is a must. And for those looking to make a mark in robotics, the Robotics Factory's Accelerate program is a golden opportunity. 👉 Check out the original post and discover why Pittsburgh is not just a city, but a beacon of robotics and AI innovation. #Robotics #AI #Innovation #AdditiveManufacturing #Tronix3D #PittsburghProud