Search Results for author: Leonidas A. A. Doumas

Found 8 papers, 2 papers with code

Learning Relational Rules from Rewards

1 code implementation25 Mar 2022 Guillermo Puebla, Leonidas A. A. Doumas

To demonstrate the potential of our approach, we build a simple model of relational policy learning based on a function approximator developed in RRL.

Atari Games

Guidelines for the Development of Immersive Virtual Reality Software for Cognitive Neuroscience and Neuropsychology: The Development of Virtual Reality Everyday Assessment Lab (VR-EAL)

no code implementations20 Jan 2021 Panagiotis Kourtesis, Danai Korre, Simona Collina, Leonidas A. A. Doumas, Sarah E. MacPherson

This study offers guidelines for the development of VR software in cognitive neuroscience and neuropsychology, by describing and discussing the stages of the development of Virtual Reality Everyday Assessment Lab (VR-EAL), the first neuropsychological battery in immersive VR.

Human-Computer Interaction Computers and Society Multimedia Software Engineering B.8; C.4; D.0; J.4

Validation of the Virtual Reality Neuroscience Questionnaire: Maximum Duration of Immersive Virtual Reality Sessions Without the Presence of Pertinent Adverse Symptomatology

no code implementations20 Jan 2021 Panagiotis Kourtesis, Simona Collina, Leonidas A. A. Doumas, Sarah E. MacPherson

Also, while the quality of VR software substantially modulates the maximum duration of VR sessions, age and education do not.

Human-Computer Interaction Computers and Society Multimedia B.8; C.4; D.0; J.4

Technological Competence is a Precondition for Effective Implementation of Virtual Reality Head Mounted Displays in Human Neuroscience: A Technological Review and Meta-analysis

no code implementations20 Jan 2021 Panagiotis Kourtesis, Simona Collina, Leonidas A. A. Doumas, Sarah E. MacPherson

HMDs equivalent to or greater than the commercial versions of contemporary HMDs accompanied with ergonomic interactions are suitable for implementation in cognitive neuroscience.

Human-Computer Interaction Computers and Society Multimedia B.8; C.4; D.0; J.4

The relational processing limits of classic and contemporary neural network models of language processing

1 code implementation12 May 2019 Guillermo Puebla, Andrea E. Martin, Leonidas A. A. Doumas

In the present study we tested the Story Gestalt model (St. John, 1992), a classic PDP model of text comprehension, and a Sequence-to-Sequence with Attention model (Bahdanau et al., 2015), a contemporary deep learning architecture for text processing.

Reading Comprehension Relational Reasoning

Predicate learning in neural systems: Discovering latent generative structures

no code implementations2 Oct 2018 Andrea E. Martin, Leonidas A. A. Doumas

Humans learn complex latent structures from their environments (e. g., natural language, mathematics, music, social hierarchies).

Distributed Computing

Human-like generalization in a machine through predicate learning

no code implementations5 Jun 2018 Leonidas A. A. Doumas, Guillermo Puebla, Andrea E. Martin

Humans readily generalize, applying prior knowledge to novel situations and stimuli.

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