Essays about: "the learning environment"

Showing result 1 - 5 of 1414 essays containing the words the learning 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. "We live in Sweden; We use Swedish to understand" : A study on L1 functions and students' attitudes toward L1 use in a Swedish L2 English learning environment

   University essay from Mälardalens universitet/Akademin för utbildning, kultur och kommunikation

   Author : Johanna Pettersson; [2024]
   Keywords : Sweden; L1 use; L1 functions; English; L2 learning environment; student attitudes; codeswitching; translanguaging; monolingual learning environment; multilingual learning environment; bilingualism;

   Abstract : This study aims to explore Swedish upper secondary students’ attitudes toward first language (L1) use in a second language (L2) English learning environment. In addition, it aims to explore the functions of L1 use. Through a qualitative approach with both observations and interviews, a pattern of L1 use was noticed. READ MORE

4. 3. Learning a Grasp Prediction Model for Forestry Applications

   University essay from Umeå universitet/Institutionen för fysik

   Author : Elias Olofsson; [2024]
   Keywords : Forwarder; Autonomous grasping; Deep learning; Multibody dynamics; Convolutional neural network;

   Abstract : Since the advent of machine learning and machine vision methods, progress has been made in tackling the long-standing research question of autonomous grasping of arbitrary objects using robotic end-effectors. Building on these efforts, we focus on a subset of the general grasping problem concerning the automation of a forwarder. READ MORE

5. 4. 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

6. 5. Deep reinforcement learning for automated building climate control

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Erik Snällfot; Martin Hörnberg; [2024]
   Keywords : Machine Learning; Reinforcement Learning; Deep Learning; Deep Reinforcement Learning; Building Control; Control System;

   Abstract : The building sector is the single largest contributor to greenhouse gas emissions, making it a natural focal point for reducing energy consumption. More efficient use of energy is also becoming increasingly important for property managers as global energy prices are skyrocketing. READ MORE