Self-attention policy architectures for reinforcement learning under partial observability by Du Plessis, Jeremy

“…However, a shortcom-ing of conventional agent policy architectures in this instance is an inability to handle variable-sized inputs composed of available sensory signals, thus requiring the imputation of unavailable sensory signals with data which necessarily constitutes noise. We explore self-attention-based policy architectures as a solution to this problem, demonstrating their robustness under conditions of high partial observability on different rein-forcement learning benchmark tasks, and explore the advantages and disadvantages offered by our solution over conventional policy architectures. …”
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Optimizing Attention with Mirror Descent: Generalized Max-Margin Token Selection

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A Deep Learning Approach to Classifying Software Requirements: The Application of Transformer-Based Ensemble Learning and Attention-Based Fusion

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Efficient hybrid state space architecture with linear attention enhances diabetic retinopathy severity assessment

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EfficientNet with attention and global blocks for accurate pulmonary disease detection in chest CT scans

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Snapshot ensemble learning with attention-enhanced CNNs for ground-level land cover classification

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Facial UV map completion for pose-invariant face recognition: a novel adversarial approach based on coupled attention residual UNets

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Research on the optimization of English neural machine translation system that combines hierarchical attention and dynamic vocabulary generation

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Cultivating a growth mindset within a blended learning environment at a University in South Africa: a design-based research study by Titus, Fahiema

Subjects: “…Adult Learning…”
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Cultivating a growth mindset within a blended learning environment at a University in South Africa: a design-based research study by Titus, Fahiema

Subjects: “…Adult Learning…”
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A hybrid DeiT-CNN model with spatial attention gating for invasive breast cancer detection in H&E-stained images

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APB‐FLDPA: Adaptive Personalized Blockchain‐Federated Learning With Differential Privacy and Attention for Privacy‐Preserving Healthcare Analytics

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Helping control Attention Deficit Disorder behaviour using musical activities by Redfern, Jane F.

Subjects: “…Attention-deficit disorder in adolescence…”
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A Novel Heterogeneous Graph Attention‐Enhanced Deep Reinforcement Learning‐Based Framework for Production Scheduling in Cloud Manufacturing

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VAE+DDPG: An Attention‐Enhanced Variational Autoencoder for Deep Reinforcement Learning‐Based Autonomous Navigation in Low‐Light Environments

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ADHD screening tool: investigating the effectiveness of a tablet-based game with machine learning by Swarts, Romano

Subjects: “…Machine learning…”
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The prevalence and comorbidity of Attention-Deficit-Hyperactivity-Disorder in learners with Specific Learning Disorder (Developmental Dyslexia) in a South African practice

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Perceptual-motor development for children who show signs of attention deficit hyperactivity disorder (ADHD) by Rathbone, Ingha

Subjects: “…Perceptual-motor learning…”
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