Essays about: "Reinforcement Learning"

Showing result 1 - 5 of 394 essays containing the words Reinforcement Learning.

  1. 1. A study on students’ perspectives on homework and its role in their learining at Chines school

    University essay from Göteborgs universitet/Institutionen för pedagogik och specialpedagogik

    Author : Lili Zheng; [2023-06-19]
    Keywords : homework; students perspectives; role in learning;

    Abstract : Aim: The general objective of my proposed study is to explore how the students in Chinese School understand the meaning of homework and how they complete it after school. The major objective of this study is to examine the students` perspectives on homework to gain a better understanding what is the role of homework. READ MORE

  2. 2. “An accidental heroine” : An Investigation of Gender Representation and Gender-based Stereotypes in Swedish Digital EFL Learning Material

    University essay from Stockholms universitet/Engelska institutionen

    Author : Malin Ångström; [2023]
    Keywords : Gender representation; gender-based stereotypes; digital learning material; semantic types.;

    Abstract : The endeavour for gender equality and against gender-based patterns (stereotypes) are topics often discussed in relation to education. Correspondingly, extensive research on textbooks used in schools around the world has been conducted, some of which include the aspect of people beyond the binary. READ MORE

  3. 3. Reinforcement learning for EV charging optimization : A holistic perspective for commercial vehicle fleets

    University essay from KTH/Skolan för industriell teknik och management (ITM)

    Author : Enzo Alexander Cording; [2023]
    Keywords : Deep Reinforcement Learning; EV charging optimization; Artificial Intelligence; Commercial vehicle fleets; Electric vehicles; Deep Reinforcement Learning; optimering av elbilsladdning; artificiell intelligens; kommersiella fordonsflottor; Elektriska fordon;

    Abstract : Recent years have seen an unprecedented uptake in electric vehicles, driven by the global push to reduce carbon emissions. At the same time, intermittent renewables are being deployed increasingly. These developments are putting flexibility measures such as dynamic load management in the spotlight of the energy transition. READ MORE

  4. 4. Decreasing Training Time of Reinforcement Learning Agents for Remote Tilt Optimization using a Surrogate Neural Network Approximator

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

    Author : Jiaming Huang; [2023]
    Keywords : ;

    Abstract : One possible application of reinforcement learning in the telecommunication field is antenna tilt optimization. However, one of key challenges we face is that the use of handcrafted simulators as environments to provide information for agents is often time-consuming regarding training reinforcement learning agents. READ MORE

  5. 5. Explainable AI for Multi-Agent Control Problem

    University essay from Mälardalens universitet/Akademin för innovation, design och teknik

    Author : Hanna Prokopova; [2023]
    Keywords : ;

    Abstract : This report presents research on the application of policy explanation techniques in the context of coordinated reinforcement learning (CRL) for mobile network optimization. The goal was to improve the interpretability and comprehensibility of decision-making processes in multi-agent environments, with a particular focus on the Remote Antenna Tilt (RET) problem. READ MORE