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2022

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Perceptions Of Pre-Service And Graduate Early Childhood And Primary Teachers Regarding Their Confidence In Teaching Religious Education In Catholic Primary Schools, Sharon Law-Davis, John Topliss Jan 2022

Perceptions Of Pre-Service And Graduate Early Childhood And Primary Teachers Regarding Their Confidence In Teaching Religious Education In Catholic Primary Schools, Sharon Law-Davis, John Topliss

Education Papers and Journal Articles

This research reports an exploratory study of 22 pre-service teachers involved in the Religious Education courses offered by The University of Notre Dame Australia, as part of the university’s accreditation to teach religious education. The study examined the influence of key factors on how confident these pre-service teachers perceived themselves to be to engage with the necessary knowledge to effectively teach religious education in a Catholic school. The pre-service teachers were surveyed pre and post their final-year internship, and subsequently, six of these were interviewed at the end of their first term of employment. Results indicated that out of the …


Exploring The Feasibility Of Virtually Delivered Auricular Point Acupressure In Self-Managing Chronic Pain: Qualitative Study, Jennifer Kawi, Chao Hsing Yeh, Nada Lukkahatai, Robin L Hardwicke, Thomas Murphy, Paul J Christo Jan 2022

Exploring The Feasibility Of Virtually Delivered Auricular Point Acupressure In Self-Managing Chronic Pain: Qualitative Study, Jennifer Kawi, Chao Hsing Yeh, Nada Lukkahatai, Robin L Hardwicke, Thomas Murphy, Paul J Christo

Faculty, Staff and Student Publications

BACKGROUND: Chronic pain remains highly prevalent. Current pharmacological and non-pharmacological strategies have not adequately managed chronic pain which has contributed to disability and high healthcare costs. With existing challenges in providing adequate pain care and access, we tested vAPA, a virtually delivered, self-management intervention using Auricular Point Acupressure (APA) by mobile app and virtual consultations (telehealth). Our key purpose was to evaluate the feasibility of the vAPA in self-managing chronic pain in preparation for a future randomized controlled trial.

METHODS: We conducted a descriptive, qualitative study evaluating our 4-week vAPA intervention among 18 participants. We used directed qualitative content analysis. …


Coping Strategies And Life Satisfaction Among Romanian Emerging Adults During The Covid-19 Pandemic, Delia Ștefenel, Jose-Michael Gonzalez, Silviu Rogobete, Raluca Sassu Jan 2022

Coping Strategies And Life Satisfaction Among Romanian Emerging Adults During The Covid-19 Pandemic, Delia Ștefenel, Jose-Michael Gonzalez, Silviu Rogobete, Raluca Sassu

Psychology Faculty Publications

The aim of the present study was to understand coping mechanisms among Romanian youth in their response to institutional COVID-19 pandemic restrictions. Data were collected from emerging adults (N = 214), aged 18–29, enrolled in various fields of study throughout a public university in Romania. Adopted versions of the Coping Orientation for Problem Experiences Scale (Brief-COPE, Carver, 1997) and Satisfaction with Life Scales (SLWS, Diener et al., 1985) were administered to explore the impact of the specific social distancing and isolation enforced pandemic restrictions. Findings elucidate the response styles, impact of coping skills, and strategies employed by students toward their …


A Comparative Test Of Creative Thinking In Preschool Children And Dolphins, Dawn Melzer, Deirdre Yeater, Madison Bradley, Heather M. Hill, Gonzalo Guerra, Kimberly Salazar, Teresa Bolton, Kathleen M. Dudzinski Jan 2022

A Comparative Test Of Creative Thinking In Preschool Children And Dolphins, Dawn Melzer, Deirdre Yeater, Madison Bradley, Heather M. Hill, Gonzalo Guerra, Kimberly Salazar, Teresa Bolton, Kathleen M. Dudzinski

Psychology Faculty Publications

Creativity is considered one aspect of intelligence. Including creativity allows for more room for expression (e.g., participants can respond with movement instead of written or verbal responses) than in standard intelligence assessments. The Torrance Tests of Creative Thinking (TTCT; Torrance, 1974) are the leading method of assessing creative abilities in school-aged humans and above. To assess creativity in young humans and nonhuman animals, modifications must be made to facilitate nonverbal responses. In the current study, a cross-species comparison was conducted between preschoolers and bottlenose dolphins to examine responses to a modified creativity task in which both species were trained to …


The Psychological Impact Of The Covid-19 Outbreak On Pregnancy And Mother-Infant Prenatal Bonding, Muhammad O Awiwi, Khaled M Elsayes, Yehia I Mohamed, Lina Altameemi, Migena Gjoni, Omayr Muhammad Irshad, Ahmed Sayed Ahmed, Ahmad O Kaseb, Usama Salem Jan 2022

The Psychological Impact Of The Covid-19 Outbreak On Pregnancy And Mother-Infant Prenatal Bonding, Muhammad O Awiwi, Khaled M Elsayes, Yehia I Mohamed, Lina Altameemi, Migena Gjoni, Omayr Muhammad Irshad, Ahmed Sayed Ahmed, Ahmad O Kaseb, Usama Salem

Faculty, Staff and Student Publications

PURPOSE: To identify prognostic clinical and radiologic features in patients with unresectable hepatocellular carcinoma (HCC) treated with atezolizumab plus bevacizumab.

PATIENTS AND METHODS: Clinical and imaging records of patients with unresectable HCC were retrospectively reviewed, and baseline features were recorded. Patients' records and imaging studies were used to determine the patients' overall survival (OS) and progression-free survival (PFS). Univariate and multivariate analyses were performed to determine prognostic features. Subanalyses of treatment-naïve patients (who never received local or systemic therapy) and previously treated patients were also performed.

RESULTS: Fifty-five patients were included in the final analysis, 23 (41.8%) of whom were …


The Experiences Of Religiously And Spiritually Diverse Counselors And Psychotherapists Who Work With Survivors Of Sexual Violence, John M. Waters Jan 2022

The Experiences Of Religiously And Spiritually Diverse Counselors And Psychotherapists Who Work With Survivors Of Sexual Violence, John M. Waters

Theses and Dissertations

The purpose of this qualitative study was to examine the lived experiences of religiously and spiritually diverse counselors and psychotherapists who work with survivors of sexual violence. The researcher used a transcendental phenomenological approach to understand how the participants engaged their religious and/or spiritual identity to cope with the traumatic stress that accompanies continuous exposure to their clients’ trauma narratives over time. As the only study that has examined these phenomena qualitatively, the present study aimed to enhance counselors and counselor educators’ understanding of the ways that religiously and spiritually diverse counselors make meaning of their experiences. The researcher collected …


Investigating The Potential Causal Relationship Between Free Will Belief And Well-Being, Courtney J. Alderson Jan 2022

Investigating The Potential Causal Relationship Between Free Will Belief And Well-Being, Courtney J. Alderson

Theses and Dissertations

This multi-study dissertation had four primary aims. My first was to add to the evidence base indicating a positive association between free will belief (FWB) and subjective well-being (SWB). My second aim was to develop a measure to assess the FWB theme referred to as the principle of alternate possibilities (PAP). To achieve the first two aims, I conducted two cross-sectional studies to further establish the FWB-SWB association and start the development and assessment of a new PAP FWB measure. In the first study (N=995), I hypothesized that an EFA of the new PAP items would produce at least a …


Assessing Medical Discrimination, Mistrust, And Healthcare Engagement As Predictors Of Covid-19 Vaccination Among Transgender And Gender Diverse Individuals, Shelby A. Smout Jan 2022

Assessing Medical Discrimination, Mistrust, And Healthcare Engagement As Predictors Of Covid-19 Vaccination Among Transgender And Gender Diverse Individuals, Shelby A. Smout

Theses and Dissertations

As of March 11th 2020, the World Health Organization (WHO) declared COVID-19 a global pandemic. Early studies conducted among LGBT+ communities indicated that individuals of color and transgender individuals were more likely to express hesitation towards a possible COVID-19 vaccine. Such hesitation can be explained by historical medical mistreatment of people of color and LGBT+ communities which contributes to higher medical mistrust within these populations. The present study assessed vaccination behaviors among a sample of transgender and gender diverse individuals (N=385) and results indicated an association amongst experiences of discrimination in healthcare, medical mistrust, COVID-19 mistrust, barriers to vaccination, …


Predicting Medication Adherence Patterns During The Maintenance Phase Of Treatment For Pediatric Leukemia And Lymphoma: A Model Of Individual- And Family-Level Factors, Stephanie M. Romo Jan 2022

Predicting Medication Adherence Patterns During The Maintenance Phase Of Treatment For Pediatric Leukemia And Lymphoma: A Model Of Individual- And Family-Level Factors, Stephanie M. Romo

Theses and Dissertations

Adherence during the maintenance phase of pediatric cancer treatment is critical to prevent relapse and ensure long-term, event-free survival. Yet, little research has been done to examine individual- and family-level factors that may relate to adherence during the maintenance phase of treatment, particularly among Latinx patients. This is surprising given findings demonstrating that children who miss more than 5% of their prescribed oral chemotherapy medicine, most commonly 6-mercaptopurine (6MP), are 2.5-2.7 times more likely to relapse than children who take 95% or more of their prescribed 6MP. Pediatric cancer patients face unique adherence challenges given the importance of family involvement …


Self- And Socially-Regulated Learning In Middle School Science Classrooms: A Multiple Case Study, Lauren Cabrera Jan 2022

Self- And Socially-Regulated Learning In Middle School Science Classrooms: A Multiple Case Study, Lauren Cabrera

Theses and Dissertations

Students must employ self-regulated learning (SRL) and socially-regulated learning (soRL) in the science classroom, which includes a wide array of independent and collaborative learning activities. However, little is known about how student SRL and soRL co-occur in students’ learning and how the classroom teacher influences that regulation in situ (Cabrera et al., in preparation; Panadero et al., 2015). This explanatory, sequential case study analyzes classroom video data from six middle school science classrooms. The study uses an integrated coding scheme that captures SRL and soRL behaviors, soRL modes, and targets of regulation (Greene & Azevedo, 2009; Hadwin et al., 2018; …


Sleep Self-Efficacy, Loneliness, And Physical Activity: Assessing The Pathways Between Sleep Quality And Mental Health Using Structural Equation Modeling, Amber M. Fox Jan 2022

Sleep Self-Efficacy, Loneliness, And Physical Activity: Assessing The Pathways Between Sleep Quality And Mental Health Using Structural Equation Modeling, Amber M. Fox

Theses and Dissertations

Although there is robust empirical support that poor sleep contributes to declines in mental health, explanations of this relationship remain unclear. The purpose of the present study was to examine the pattern of associations between sleep quality, sleep self-efficacy, loneliness, physical activity, and mental health among U.S. adults across the lifespan, and whether they differed by gender or age group. A structural equation model with invariance analysis was developed and examined data from 2,300 adults (Mage = 44.1, SD = 16.78) participating in the online study Investigating Sleep Longitudinally Across Normal Development (ISLAND). Sleep quality was measured by …


Examination Of Common And Rare Variant Genetic Architecture Of Psychiatric Disorders, Mohammad Ahangari Jan 2022

Examination Of Common And Rare Variant Genetic Architecture Of Psychiatric Disorders, Mohammad Ahangari

Theses and Dissertations

Psychiatric disorders are often heterogenous in their manifestation and genome-wide association studies have identified many common risk variants involved in their polygenic architectures with varying degrees of pleiotropy. In recent years, large-scale biobanks have also begun sequencing the genome of their participants to elucidate the role of rare risk variation in the genetic architecture of complex phenotypes, including psychiatric traits. This dissertation sought to better understand the role of both common and rare risk variation in the genetic architecture of psychiatric disorders with a particular focus on schizophrenia and alcohol problems. In the first three analyses, we focused on characterizing …


Biodiversity In Residential Yards For Sustainability In Small Cities: Understanding Public Attitudes, Opportunities And Limitations In Vermillion, Sd, Rina Thapa Jan 2022

Biodiversity In Residential Yards For Sustainability In Small Cities: Understanding Public Attitudes, Opportunities And Limitations In Vermillion, Sd, Rina Thapa

Dissertations and Theses

As urban areas are expanding with the growing size of human population, it is increasingly important to understand the role that residential yards can play in biodiversity conservation because they often comprise a large proportion of green spaces in cities. Most of the research performed to date on the role of residential yards in biodiversity conservation has been conducted in large cities. The role of residential yards in biodiversity conservation in small cities is still largely unknown. In this research, I discuss the relationship between biodiversity and the structure of green space, public attitudes towards the presence of wildlife, public …


Medication Errors: Causes, Theories And Interventions, Tuyba Karim Jan 2022

Medication Errors: Causes, Theories And Interventions, Tuyba Karim

Master of Science in Nursing Family Nurse Practitioner

Rationale, aims and objectives: Following heart disease and cancer, medication errors rank third as the leading cause of death in the United States. For the primary care provider, the root causes of medication errors stem from multiple factors. To improve positive learning outcomes for primary care providers in reducing medication errors, this project sets out to examine the utility of educational interventions in improving the present standard of care as it relates to medication error safety and patient outcomes.

Methods: A literature review was conducted analyzing recent studies that examined the use of educational interventions in promoting positive learning outcomes …


Multimodal Medicine: Pain Control Potential, Tyler Ostlund Jan 2022

Multimodal Medicine: Pain Control Potential, Tyler Ostlund

Master of Science in Nursing Family Nurse Practitioner

Due to the continual problem with overuse of, overdose on, and abuse of opioid medications for the past three decades it is paramount that effective, cheap, and above all safe forms of pain control are studied and applied. Multimodal pain management utilizes a combination of pharmacological and non pharmacological therapies in synergy to control pain and reduce dependence on strictly opioids. Combining the effects of medications or therapies that focus on treating different types or sources of pain such as inflammatory pain, neurological pain, etc. With the adoption of this method of pain management, the longstanding effects of the opioid …


The Use Of Distraction Techniques During Painful Procedures In Pediatric Patients, Bethany Hayward Jan 2022

The Use Of Distraction Techniques During Painful Procedures In Pediatric Patients, Bethany Hayward

Master of Science in Nursing Family Nurse Practitioner

No abstract provided.


Teaching Conversation Skills Using Bst And Video Modeling Via Telehealth, Margaret F. Groves-Bradley Jan 2022

Teaching Conversation Skills Using Bst And Video Modeling Via Telehealth, Margaret F. Groves-Bradley

Cal Poly Humboldt theses and projects

Abstract

The COVID-19 pandemic and the current state of education children have limited access to an environment where they can practice conversational skills with people outside of their immediate family. Traditionally, children with autism spectrum disorder (ASD) have a difficult time independently learning these skills, even in an environment that is ripe with social interaction(Grosberg & Charlop, 2017). The current study sought to use behavioral skills training, modeling, and prompting to teach the skills of responding to questions, asking questions, and changing the topic to one learner with ASD over telehealth. The study was conducted over three phases. The first …


Morphometric Examination Of Trigeminal Nerve And Its Adjacent Structures In Patients With Trigeminal Neuralgia: A Case-Control Study, Yunus Emre Kundakci, Nadi̇re Ünver Doğan, İnci̇ Kara, Mehmet Öztürk, Zeli̇ha Fazlioğullari, Ahmet Kağan Karabulut Jan 2022

Morphometric Examination Of Trigeminal Nerve And Its Adjacent Structures In Patients With Trigeminal Neuralgia: A Case-Control Study, Yunus Emre Kundakci, Nadi̇re Ünver Doğan, İnci̇ Kara, Mehmet Öztürk, Zeli̇ha Fazlioğullari, Ahmet Kağan Karabulut

Turkish Journal of Medical Sciences

Background/aim: Morphological differences that can lead the trigeminal nerve to neurovascular conflict and a new solitary pontine lesion are associated with the pathogenesis of trigeminal neuralgia (TN). In this case-control study, we aimed to contribute to the current discussions about the pathogenesis of TN by investigating the anatomical structures that may have an effect on the morphometric parameters of the trigeminal nerve. Materials and methods: This study included 25 patients with TN followed up for pain in the Department of Algology, Faculty of Medicine, and 25 age- and gender-matched controls. We performed morphometric measurements including the length and volume of …


Ultrasonographic/Regional Muscle Measurements For Diagnosing Sarcopenia In Older Adults With And Without Dementia, Zekeri̇ya Ülger, Gözde Şengül Ayçi̇çek, Özgür Kara, Murat Kara Jan 2022

Ultrasonographic/Regional Muscle Measurements For Diagnosing Sarcopenia In Older Adults With And Without Dementia, Zekeri̇ya Ülger, Gözde Şengül Ayçi̇çek, Özgür Kara, Murat Kara

Turkish Journal of Medical Sciences

Background/aim: Sarcopenia and dementia are growing concerns among older adults that muscle and brain atrophy may cooccur. We aimed to compare the age-related loss of muscle mass by using ultrasound (US), and skeletal muscle mass index (SMI) by bioelectrical impedance analysis in older adults with and without dementia. Materials and methods: A total of 221 older adults aged ≥65 years were included in the study. The diagnosis of sarcopenia was established if low muscle mass according to either SMI or sonographic gastrocnemius (GC) muscle thickness was combined with low grip strength. The diagnosis of dementia was based on the National …


Quality Improvement: Implementation Of Individualized Concussion Patient Education And Rehabilitation Treatment Plans, Briana Burgette, Tamara C. Valovich Mcleod Jan 2022

Quality Improvement: Implementation Of Individualized Concussion Patient Education And Rehabilitation Treatment Plans, Briana Burgette, Tamara C. Valovich Mcleod

Clinical Practice in Athletic Training

Concussion is a significant health issue at all levels of sports participation. At Saint Luke’s Health System (SLHS) in Kansas City, Missouri, the sports medicine and concussion team discovered an issue with dissemination of patient education for concussion rehabilitation plans. A quality improvement project was launched in August 2019 to develop concussion educational rehabilitation plans, incorporating cluster symptoms into concussion profiles and improving communication during follow-up care. The project promoted improvement of patient understanding of individualized rehabilitation plans and effective communication for the treatment management team. Three cycles of a Plan-Do-Study-Act (PDSA) quality improvement project were completed over 6 months. …


A Biological Perspective On Interpreting Interaction Effect, Serdar Genç, Mehmet Mendeş Jan 2022

A Biological Perspective On Interpreting Interaction Effect, Serdar Genç, Mehmet Mendeş

Turkish Journal of Veterinary & Animal Sciences

Factorial experiments are commonly employed in agricultural research as in other branches of applied sciences. In these experiments, inferences related to the interaction are essential. However, many researchers are still unable to analyze this type of experiment and interpret the results in the correct way. This is because researchers focus on interpreting the main effects although there is a significant interaction effect. Of course, meaningful main effects can exist even in the presence of an interaction, especially if interactions do not affect the main effects. Therefore, it is extremely important to understand thoroughly in which situations only the interaction effect(s), …


2021-22 Annual Report, Tennessee. Board Of Paroles Jan 2022

2021-22 Annual Report, Tennessee. Board Of Paroles

Annual Reports

This document is the annual report for the Tennessee Board of Parole during the fiscal year.


Making Connections To Address Mathematics Anxiety: A Case Study Of The Instructional Triangle And Remedial College Instructors, Njeri M. Pringle, Jamie L. Workman, Meagan C. Arrastia-Chisholm Jan 2022

Making Connections To Address Mathematics Anxiety: A Case Study Of The Instructional Triangle And Remedial College Instructors, Njeri M. Pringle, Jamie L. Workman, Meagan C. Arrastia-Chisholm

Georgia Educational Researcher

Mathematics anxiety is a reality for many students as a number of community college and four-year university students feel disconnected from math and struggle to pass mathematics courses. Using a case study and grounded theory approach, six remedial mathematics instructors were interviewed and observed to examine their instructional strategies and practices. During the interviews, participants expounded upon the changes in strategies and practices implemented when aiding students struggling with anxiety. The Instructional Triangle was applied across participants to compare and contrast their experiences. The analysis focused on environmental factors that could increase or exacerbate mathematics anxiety. In particular, a theme …


Peer-Coaching Based Professional Development: A Sample Of A School Of Foreign Languages, Sinem Arslan Dönmez, Ahmet Şahin Assoc. Prof. Jan 2022

Peer-Coaching Based Professional Development: A Sample Of A School Of Foreign Languages, Sinem Arslan Dönmez, Ahmet Şahin Assoc. Prof.

Georgia Educational Researcher

The purpose of this study is to investigate the views of lecturers about the effectiveness of the implementation of the peer-coaching practice conducted at the school of foreign languages of a foundation university. The lecturers who took part in the peer coaching practice in the academic year 2019-2020 acted as the participants in this case study. The qualitative data was collected via interviews and document analysis. Content analysis and descriptive analysis methods were used in the process of data analysis. The findings from the analysis showed that peer-coaching practice consisted of lesson observations, pre and post-observation meetings, and reflection stages. …


Effectiveness Of A Flight Simulation Training Visual Aid For Normal And Crosswind Approach And Landing, Shlok Misra, Victor Fraticelli Rivera, Nikhil Khale, Jorge L. D. Albelo Ph.D. Jan 2022

Effectiveness Of A Flight Simulation Training Visual Aid For Normal And Crosswind Approach And Landing, Shlok Misra, Victor Fraticelli Rivera, Nikhil Khale, Jorge L. D. Albelo Ph.D.

International Journal of Aviation, Aeronautics, and Aerospace

Flight simulators have a significant contribution to effective and efficient flight training across the globe. Significant literature has suggested the effectiveness of simulation tools in training pilots in different scenarios and is an area for continued development and research. To continue those efforts, this study assessed the effectiveness of visual aid to be used as an instructional aid for flight instruction for crosswind landings. The need for further training in crosswind landing is substantiated due to the significantly high number of accidents for General Aviation aircraft in the approach and landing phase of flights. The study utilized an experimental research …


Is A Framework Of Support Enough? Undergraduate Research For Online Stem Students, Emily Faulconer, Brent Terwilliger, Robert Deters, Kelly George Jan 2022

Is A Framework Of Support Enough? Undergraduate Research For Online Stem Students, Emily Faulconer, Brent Terwilliger, Robert Deters, Kelly George

Publications

While undergraduate research is known as a high-impact practice, little research has been conducted for the online educational setting. Early research suggests that online students and faculty have similar interest in undergraduate research as their residential (face-to-face) counterparts. This point of view presents the framework of support developed for fully online students distributed globally and shares some of the challenges faced in online undergraduate research, including the issue of low recruitment (despite stated interest) that could be exacerbated by the COVID-19 pandemic.


Leadership Strategies Amidst Disruption And Shock: Communication Implications, Stephanie K. Douglas, Robin A. Roberts, Hermen Díaz Iii Jan 2022

Leadership Strategies Amidst Disruption And Shock: Communication Implications, Stephanie K. Douglas, Robin A. Roberts, Hermen Díaz Iii

Publications

Leaders’ prompt communication about the COVID-19 pandemic was critical to stakeholders’ safety and knowledge about the uncertainty of organizational operations. In this study, the communication of various university leaders was analyzed in response to the new decade’s deadliest exogenous shock, the spread of the deadly COVID-19 virus. Content analysis of statements from a sample of leaders in public universities contained elements of situational, behavioral, and adaptive leadership. The analysis was conducted to identify leaders’ statements detailing contingencies being implemented for the survivability of their universities. Primarily studied were leader statements responding to the intensity and severity of the pandemic, rapid …


Leadership Strategies Amidst Disruption And Shock: Communication Implications, Stephanie K. Douglas, Robin A. Roberts, Hermen Díaz Iii Jan 2022

Leadership Strategies Amidst Disruption And Shock: Communication Implications, Stephanie K. Douglas, Robin A. Roberts, Hermen Díaz Iii

Publications

Leaders’ prompt communication about the COVID-19 pandemic was critical to stakeholders’ safety and knowledge about the uncertainty of organizational operations. In this study, the communication of various university leaders was analyzed in response to the new decade’s deadliest exogenous shock, the spread of the deadly COVID-19 virus. Content analysis of statements from a sample of leaders in public universities contained elements of situational, behavioral, and adaptive leadership. The analysis was conducted to identify leaders’ statements detailing contingencies being implemented for the survivability of their universities. Primarily studied were leader statements responding to the intensity and severity of the pandemic, rapid …


The Character Of Jury Exclusion, Anna Offit Jan 2022

The Character Of Jury Exclusion, Anna Offit

Faculty Publications

Encounters with the legal system are unevenly distributed throughout the American population, with Black and poor citizens targeted as disparate subjects of surveillance, arrest, and criminal conviction. At the same time, these encounters, as well as a stated belief in the unfairness of the legal system, are commonly viewed as legitimate grounds for excusal from jury service. This follows from an understanding of juror bias that assumes that people with negative experiences with legal actors—police and prosecutors, for example—will be less likely to trust and more likely to discount the contributions of those actors within the context of the jury …


A Survey On Distributed Reinforcement Learning, Maroning Useng, Suleiman Abdulrahman Jan 2022

A Survey On Distributed Reinforcement Learning, Maroning Useng, Suleiman Abdulrahman

Mesopotamian Journal of Big Data

In many settings, reinforcement learning (RL) has proven to be an effective tool for tackling difficult decision-making challenges. Traditional RL algorithms, on the other hand, frequently hit walls when confronted with issues of a sufficiently great scale or complexity. Distributed reinforcement learning (DRL) is a new area of study that hopes to circumvent these restrictions by dividing the learning workload among several computers. In this work, we offer a thorough overview of DRL, discussing its history, difficulties, applications, evaluation, scalability, and outstanding issues. We classify DRL approaches and frameworks and examine their similarities and differences. We also highlight the difficulties …