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Found 4 essays matching the above criteria.

  1. 1. Online Learning with Sample Selection

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

    Author : Cong Gao; [2021]
    Keywords : data-driven engineering; online learning; sample selection; model recomputation; datadriven teknik; online-lärande; dataurval; omberäkning av modeller;

    Abstract : In data-driven network and systems engineering, we often train models offline using measurement data collected from networks. Offline learning achieves good results but has drawbacks. For example, model training incurs a high computational cost and the training process takes a long time. READ MORE

  3. 2. Exploring the Training Data for Online Learning of Autonomous Driving in a Simulated Environment

    University essay from Linköpings universitet/Datorseende

    Author : Mathias Kindstedt; [2020]
    Keywords : Online learning; autonomous driving; qhebb; carla; simulator; on-the-fly; exploring; training data; populating; learning matrix; Online lärande; autonom körning; qhebb; carla; simulator; utforskning; träningsdata; popularing; lärandematris;

    Abstract : The field of autonomous driving is as active as it has ever been, but the reality where an autonomous vehicle can drive on all roads is currently decades away. Instead, using an on-the-fly learning method, such as qHebb learning, a system can,after some demonstration, learn the appearance of any road and take over the steering wheel. READ MORE

  4. 3. Algorithmic Study on Prediction with Expert Advice : Study of 3 novel paradigms with Grouped Experts

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

    Author : Marc Cayuela Rafols; [2018]
    Keywords : online learning; prediction with expert advice; multi-arm bandit problem; regret optimization.; online lärande; förutsägelse med expertråd; multi-arm bandit problem; ångra optimering aktiekurs förutsägelse.;

    Abstract : The main work for this thesis has been a thorough study of the novel Prediction with Partially Monitored Grouped Expert Advice and Side Information paradigm. This is newly proposed in this thesis, and it extends the widely studied Prediction with Expert Advice paradigm. READ MORE

  5. 4. Integration and assessment of streaming video content and API development into a spaced repetition service

    University essay from KTH/Radio Systems Laboratory (RS Lab)

    Author : Youbei Jin; [2014]
    Keywords : spaced repetition; YouTube API; user experience; responsive design; bootstrap;

    Abstract : There are a lot of spaced repetition system based online learning services available nowadays, but none of them are popular or widely accepted as a good means for studying. The problem of these services is, instead of exploiting and utilizing the possibility of modern technology, they simply brought this old school learning method to the web as an application with exactly the same experience as one could have with textbooks and flash cards. READ MORE