Digital learning environments have offered new opportunities to stream educational materials such as courses, videos, forums and provide outcomes of the students, grades, engagement details, patterns. These valuable data has emerged with latest technologies software tools researchers decision-makers a better understanding students' behaviours. virtual can professionally aid struggling students ...

Autism spectrum condition (ASC) is primarily diagnosed by behavioural symptoms including social, sensory and motor aspects. Although stereotyped, repetitive motor movements are considered during diagnosis, quantitative measures that identify kinematic characteristics in the movement patterns of autistic individuals are poorly studied, preventing advances in understanding the aetiology of motor ...

Multiobjective reinforcement learning algorithms extend reinforcement learning techniques to problems with multiple conflicting objectives. This paper discusses the advantages gained from applying stochastic policies to multiobjective tasks and examines a particular form of stochastic policy known as a mixture policy. Two methods are proposed for deriving mixture policies for episodic multiobje...