Projects

Using a combination of reinforcement learning techniques to create an autonomous general video game playing artificial intelligence.

The goal of this research task is to create an autonomous agent that can learn and play a variety of unseen video games. It is well established that common test beds for new machine learning algorithms are video game environments. Simple algorithms targeted to specific games can already produce masterful computer players. However, it is only now that we are beginning to see general algorithms being able to solve a variety of different genres and complexities

Investigating effects of immersion on training transfer in virtual reality

The availability of consumer-facing virtual reality (VR) headsets makes virtual training an attractive alternative to expensive traditional training. There are a variety of consumer VR headsets with a price range from tens to thousand dollars. Each headset delivers virtual environment with different levels of immersion and provides different input modalities. 

Serious Games to Empower Emotional Change for Paediatric Cancer Patients

the main purpose of this research is to develop a digital game prototype that can be played while undergoing the treatments in the hospital as a tool to empower emotional change for paediatric cancer patients. 
Focusing on player experience (PX) and through the use of user-centered design approaches, the main design elements will be focused on the paediatric cancer patients.
Factors that influence them while being hospitalized such as their routines, medical protocols and treatment plan will be incorporated into the design of the prototype. 

Autonomous Monitoring System for Geriatric Persons

The aim of this research project is to aid and assist elderly people live alone, especially those with cognitive impairments or general age-related cognitive decline.

In some cases, elderly people are non-verbal or unable to express or perceive emotions. Elderly people are more susceptible to mental health issues like depression for various reasons such as loss of their socio-economic status or suddenly having to be dependent on others.

Detection and Prevention of Accidents in Virtual Reality by Integrating a Brain-Computer Interface.

Very recently, Virtual Reality became a consumer-friendly technology that more and more people are using to consume content. Never the less, the more people adopt this technology, the more we realize there is a concerning danger of people suffering accidents. From the unexpected loss of balance to virtual reality sickness, these are serious issues that must be solved if we want this technology to reach more and more consumers.

StepKinnection

The StepKinnection project explores the use of interactive video games to reduce the risk of falling in elderly. Our approach consists on developing games that combine the fun factor inherent in video games with a clinical assessment tool. While the entertainment factor engages the person in to exercising, the incorporation of a clinical test allows for the continuous assessment of health outcomes.

MobileRehapp

The Mobile RehApp Project investigates the use of Mobile Augmented Reality (MAR) for therapeutic support that aims to assist physiotherapists and patients on ankle sprain rehabilitation. People struggle to recover from injuries due to the lack of commitment to their rehabilitation exercises as they are often boring. Recent approaches that involve the use of interactive video games have shown positive results in exercising as users engage in physical activity while playing a game.

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