Essays about: "Autonomous Mobile Robots"

Showing result 6 - 10 of 48 essays containing the words Autonomous Mobile Robots.

  1. 6. Deep Reinforcement Learning on Social Environment Aware Navigation based on Maps

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Victor Sanchez; [2023]
    Keywords : Deep Reinforcement Learning; Environment-aware navigation; Robotics; Artificial Intelligence; Apprentissage par renforcement profond; Navigation consciente de l’humain; Intelligence Artificielle; Robotique; Djup Förstärkande Inlärning; Människomedveten navigering; Robotik; Artificiell Intelligens;

    Abstract : Reinforcement learning (RL) has seen a fast expansion in recent years of its successful application to a range of decision-making and complex control tasks. Moreover, deep learning offers RL the opportunity to enlarge its spectrum of complex fields. READ MORE

  3. 7. Integration of Continual Learning and Semantic Segmentation in a vision system for mobile robotics

    University essay from Luleå tekniska universitet/Rymdteknik

    Author : Cristian David Echeverry Valencia; [2023]
    Keywords : Continual Learning; Progressive Neural Networks; mobile robotics; Computer Vision; Machine Learning; Semantic Segmentation;

    Abstract : Over the last decade, the integration of robots into various applications has seen significant advancements fueled by Machine Learning (ML) algorithms, particularly in autonomous and independent operations. While robots have become increasingly proficient in various tasks, object instance recognition, a fundamental component of real-world robotic interactions, has witnessed remarkable improvements in accuracy and robustness. READ MORE

  4. 8. A comparison between mapless and pre-mapped path planning : Towards open-source Autonomous Mobile Robots in a dynamic industrial setting

    University essay from Högskolan i Skövde/Institutionen för informationsteknologi

    Author : Linus Aspholm; Michael Rolén; [2023]
    Keywords : Autonomous Mobile Robot AMR ; Path planning; Open-Source; Dynamic path planning;

    Abstract : Since their introduction in the 1950s, industrial Automated Guided Vehicles (AGV) have gone from automatic machinery limited by hardware to complex robots limited by software, called Autonomous Mobile Robots. Small and medium businesses need to be able to utilize cutting-edge technology. READ MORE

  5. 9. Real-Time Continuous Euclidean Distance Fields for Large Indoor Environments

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Erik Warberg; [2023]
    Keywords : Room segmentation; Gaussian processes; Euclidean distance fields; mapping; line segment detection; mobile robots; spectral clustering; Rumssegmentering; Gaussiska processer; Euklidiska avståndsfält; kartläggning; detektering av linjesegment; mobila robotar; spektral klustring;

    Abstract : Real-time spatial awareness is essential in areas such as robotics and autonomous navigation. However, as environments expand and become increasingly complex, maintaining both a low computational load and high mapping accuracy remains a significant challenge. READ MORE

  6. 10. Towards Long-Term Autonomous Survivability in Agriculture : A real-time safety watchdog to ensure the survivability of an outdoor plant monitoring robot.

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Gurunatraj Parthasarathy; [2022]
    Keywords : Survivability; long-term autonomy; watchdog; agriculture robotics; safety; Överlevnadsförmåga; långsiktig autonomi; watchdog; jordbruksrobotik; säkerhet.;

    Abstract : Autonomous mobile robots in agriculture have brought digital transformations with new automation technologies. Mundane tasks in agricultural fields involve long-term deployment of scheduled assignments done over long working hours. READ MORE