Essays about: "Learning from the environment"

Showing result 1 - 5 of 891 essays containing the words Learning from the environment.

  1. 1. Station-level demand prediction in bike-sharing systems through machine learning and deep learning methods

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Nikolaos Staikos; [2024]
    Keywords : Physical Geography; Ecosystem Analysis; Bike-sharing demand; Machine learning; Deep learning; Spatial regression; Graph Convolutional Neural Network; Multiple Linear Regression; Multilayer Perceptron Regressor; Support Vector Machine; Random Forest Regressor; Urban environment; Micro-mobility; Station planning; Geomatics; Earth and Environmental Sciences;

    Abstract : Public Bike-Sharing systems have been employed in many cities around the globe. Shared bikes are an efficient and convenient means of transportation in advanced societies. Nonetheless, station planning and local bike-sharing network effectiveness can be challenging. READ MORE

  3. 2. Evaluation of Deep Q-Learning Applied to City Environment Autonomous Driving

    University essay from Uppsala universitet/Signaler och system

    Author : Jonas Wedén; [2024]
    Keywords : Machine Learning; ML; Reinforcement Learning; RL; Neural Network; Deep Learning; Autonomous Vehicle; Vehicle; CARLA; Convolutional Neural Network; CNN; Precisit; Q-learning; Deep Q-learning; DQN;

    Abstract : This project’s goal was to assess both the challenges of implementing the Deep Q-Learning algorithm to create an autonomous car in the CARLA simulator, and the driving performance of the resulting model. An agent was trained to follow waypoints based on two main approaches. READ MORE

  4. 3. Collaborative Learning in an Immersive Virtual Environment: The Effects of Context and Retrieval Practice

    University essay from Lunds universitet/Institutionen för psykologi

    Author : Noelle Bender; [2024]
    Keywords : VR; collaborative Mapping; retrieval practice; contextual variation; desirable difficulty; ecological validity; Social Sciences;

    Abstract : The accessibility of Virtual Reality (VR) enables the investigation of desirable difficulties originating from memory research with increased ecological validity. The two desirable difficulties include contextual variation and retrieval practice. READ MORE

  5. 4. Behind grades: Extramural, environmental and individual factors in learning English as a foreign language

    University essay from Stockholms universitet/Engelska institutionen

    Author : Amanda Milla Moilanen; [2024]
    Keywords : English as a Foreign Language; EFL; Extramural English; Environmental Factors; Individual Differences;

    Abstract : The EF English Proficiency Index has presented high English proficiency levels for Swedish students. Previous investigations have studied different factors that contribute to high proficiency in a second language, such as the engagement with the language in the free time, or personal characteristics such as motivation or learners’ home environment. READ MORE

  6. 5. Using Stack Overflow for Professional Learning and Practices at Work

    University essay from Göteborgs universitet/Institutionen för pedagogik, kommunikation och lärande

    Author : Maryam Omer; [2023-10-23]
    Keywords : Stack Overflow; professional learning; online communities; professional practices;

    Abstract : Purpose: The study aims to investigate how people discuss Stack Overflow in terms of professional learning and how they integrate Stack Overflow into their professional practices at work. Theory: The theories used in this study are Communities of Practice and Socially Situated Learning by Jean Lave and Etienne Wenger. READ MORE