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28 articles for “reward”
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Adaptive Task Scheduling and Resource Optimization Using AI Middleware
Abstract: Modern distributed and heterogeneous computing systems face significant challenges in dealing with dynamically changing workloads, resource fragmentation, and changing latencies; existing traditional, or rule-based, specialized schedulers are no longer useful in achieving the best system performance. Such limitations highlight the importance of the adaptive scheduling paradigms that can learn, forecast, and react to the actual real-world conditions in the system. Artificial intelligence middleware is also an attractive solution to this …
Published in Recent Trends in Parallel Computing · Vol. 13, Issue 1, 2026 · pp. 23–31 Read article
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Machine Learning Based Optimization of Polymer Structure Property Relationships in Composite Material Systems
Abstract: In modern engineering applications, polymer-based composite materials have garnered a lot of attention because of their lightweight nature, high strength-to-weight ratio, and changing physical features. In order to maximize the relationships between polymer structure and properties in composite materials, this study suggests a strategy based on reinforcement learning (RL). The research utilized the Polymer Composite Properties Dataset, which contains 12,700 records associated with polymer matrices, reinforcement fillers, interfacial bonding characteristics, …
Published in Journal of Polymer & Composites · Vol. 14, Issue 3, 2026 · pp. 242–255 Read article
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Neuro-Symbolic Agentic AI for Autonomous Scientific Discovery: Integrating Deep Reinforcement Learning, Quantum Simulation, and XAI-Audited LLM Hypothesis Generation in Drug Target Identification
Abstract: The exponential growth of multi-omics data and the increasing complexity of disease-associated protein interactomes have rendered conventional drug target identification pipelines computationally and epistemologically inadequate. This paper presents the Neuro-Symbolic Agentic AI for Scientific Discovery (NS-AASD) framework, a unified architecture that cohesively integrates deep reinforcement learning (DRL) exploration strategies, variational quantum simulation (VQS) of protein conformational dynamics, and XAI-audited large language model (LLM) hypothesis generation within an autonomous scientific discovery …
Published in Research and Reviews : Journal of Computational Biology · Vol. 15, Issue 2, 2026 · pp. 15–24 Read article
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IoT-Based Smart Waste Tracking & System for Monitoring
Abstract: In an era of rapid urban growth—driven by continued population growth and greater waste dispersion due to unregulated disposal practices by all citizens—a major challenge is emerging in the effective management of solid waste in urban environments. This project proposes a solution to this challenge: a Smart Waste Tracking & System for Monitoring. In this system, every household is provided with an RFID card, which they must use each time …
Published in International Journal of Environmental Noise and Pollution Control · Vol. 4, Issue 2, 2026 · pp. 12–23 Read article
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Remote Sensing to Process in Survey
Abstract: AbstractPhysics has rendered true from any arena to prosecute same under mega scaled appreciation rewardable margins. Remote sensing additional philosophies subscribing same to rescue form frontal obscure. Sharpness may origin reticulation but overwhelmed subscription same as to sect picture elements to contrast may it be multi sect or segment as a whole. Eye scale yes or no or may it be passivated or activated alarm forms appear from rescue in …
Published in Recent Trends in Sensor Research & Technology · Vol. 6, Issue 3, 2019 · pp. 22–27 Read article
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A Comparative Study of Adolescent Mental Health Problems at Selected Rural and Urban Senior Secondary Schools of Haryana
Abstract: Mental disorders account for 14% of the global burden of diseases. One in two adolescents suffers from mental disorders in India. This problem arises not only from economic but also social and cultural factors as well as inadequate and under utilization of health services. To ignore adolescent, means ignoring the future of our nation. Studies on mental health and behaviour problems among the adolescent remain limited, so there was need …
Published in Journal of Nursing Science & Practice · Vol. 7, Issue 2, 2017 · pp. 14–19 Read article
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Aetiology-based Survey Study on Diabetes Mellitus Exploring Diet (Aahar) and Lifestyle (Vihaar) Patterns: An Ayurveda Prospective
Abstract: Introduction: With drastic changes in life-style, dietetic habits, increased industrialization, and pollution; global population of 21st century is being affected with various kinds of Non-Communicable Diseases (NCDs)/Life Style Diseases (LSDs), thereby posing a leading threat to human health. Among such NCDs, Diabetes Mellitus (DM) is an important entity and India leads the world with largest number of diabetics, earning the dubious distinction of the Diabetic Capital of the World. Nevertheless, …
Published in Research and Reviews : A Journal of Ayurvedic Science, Yoga and Naturopathy · Vol. 6, Issue 3, 2019 · pp. 8–21 Read article
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Cleaning and Maintenance Services within a Hospital Setting: Environmental Support Services
Abstract: Housekeeping includes all activities directed towards a clean, safe and comfortable environment. Control and prevention of hospital acquired infection is the prime role of housekeeping. Improving cleaning practices in hospitals contributes towards controlling health care-associated infection.The aim of housekeeping services is to provide the correct setting in which high standards of patient care takes place and instil confidence in the health care facility so that the patients, their relatives, visitors …
Published in Research and Reviews: A Journal of Toxicology · Vol. 13, Issue 3, 2023 · pp. 1–5 Read article