Search Results - "Mannion, Patrick"

Deep Reinforcement Learning for Autonomous Driving: A Survey by Kiran, B Ravi, Sobh, Ibrahim, Talpaert, Victor, Mannion, Patrick, Sallab, Ahmad A. Al, Yogamani, Senthil, Perez, Patrick

“…With the development of deep representation learning, the domain of reinforcement learning (RL) has become a powerful learning framework now capable of…”
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Plasma Membrane is Compartmentalized by a Self-Similar Cortical Actin Meshwork by Sadegh, Sanaz, Higgins, Jenny L, Mannion, Patrick C, Tamkun, Michael M, Krapf, Diego

“…A broad range of membrane proteins display anomalous diffusion on the cell surface. Different methods provide evidence for obstructed subdiffusion and…”
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A practical guide to multi-objective reinforcement learning and planning by Hayes, Conor F., Rădulescu, Roxana, Bargiacchi, Eugenio, Källström, Johan, Macfarlane, Matthew, Reymond, Mathieu, Verstraeten, Timothy, Zintgraf, Luisa M., Dazeley, Richard, Heintz, Fredrik, Howley, Enda, Irissappane, Athirai A., Mannion, Patrick, Nowé, Ann, Ramos, Gabriel, Restelli, Marcello, Vamplew, Peter, Roijers, Diederik M.

“…Real-world sequential decision-making tasks are generally complex, requiring trade-offs between multiple, often conflicting, objectives. Despite this, the…”
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Policy invariance under reward transformations for multi-objective reinforcement learning by Mannion, Patrick, Devlin, Sam, Mason, Karl, Duggan, Jim, Howley, Enda

“…Reinforcement Learning (RL) is a powerful and well-studied Machine Learning paradigm, where an agent learns to improve its performance in an environment by…”
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A multi‐objective multi‐agent deep reinforcement learning approach to residential appliance scheduling by Lu, Junlin, Mannion, Patrick, Mason, Karl

“…Residential buildings are large consumers of energy. They contribute significantly to the demand placed on the grid, particularly during hours of peak demand…”
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Trends in gonorrhoea positivity by nucleic acid amplification test versus culture among Australian heterosexual men with a low prevalence of gonorrhoea, 2007-2014 by Mannion, Patrick K, Fairley, Christopher K, Fehler, Glenda, Tabrizi, Sepehr N, Tan, Wei Sheng, Chen, Marcus Y, Bradshaw, Catriona S, Chow, Eric P F

“…Testing for gonorrhoea with nucleic acid amplification tests (NAATs) is not recommended in low-prevalence populations as it results in high numbers of false…”
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Lightweight sCMOS-based high-density diffuse optical tomography by Bergonzi, Karla M, Burns-Yocum, Tracy M, Bumstead, Jonathan R, Buckley, Elise M, Mannion, Patrick C, Tracy, Christopher H, Mennerick, Eli, Ferradal, Silvina L, Dehghani, Hamid, Eggebrecht, Adam T, Culver, Joseph P

“…Though optical imaging of human brain function is gaining momentum, widespread adoption is restricted in part by a tradeoff among cap wearability, field of…”
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“I'm as Good an Irishman as You”: The Ancient Order of Hibernians and the Construction of Irish Ethnicity in Canada and the United States, 1908–1918 by Mannion, Patrick

“…In the early twentieth century, the Ancient Order of Hibernians (AOH) was the foremost Irish ethnic association in North America. At its peak in 1908, there…”
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Voices Heard, Voices Seen: From Classroom Praxis to Digital Stories Worth Sharing by John I. Liontas, Patrick Mannion

“…This paper presents the primary benefits digital storytelling affords teachers and students. Maximizing the multimodal authoring conditions for optimal…”
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Inferring preferences from demonstrations in multi-objective reinforcement learning by Lu, Junlin, Mannion, Patrick, Mason, Karl

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Multi-objective multi-agent decision making: a utility-based analysis and survey by Rădulescu, Roxana, Mannion, Patrick, Roijers, Diederik M., Nowé, Ann

“…The majority of multi-agent system implementations aim to optimise agents’ policies with respect to a single objective, despite the fact that many real-world…”
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Contested Nationalism: The "Irish Question" in St. John's, Newfoundland, and Halifax, Nova Scotia, 1919-1923 by MANNION, PATRICK

“…De 1919 jusqu'en 1923, les réseaux nationalistes irlandais étaient florissants à St. John's et à Halifax. Cet article est une étude comparative de réponses à…”
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Expected scalarised returns dominance: a new solution concept for multi-objective decision making by Hayes, Conor F., Verstraeten, Timothy, Roijers, Diederik M., Howley, Enda, Mannion, Patrick

“…Abstract In many real-world scenarios, the utility of a user is derived from a single execution of a policy. In this case, to apply multi-objective…”
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Exploring the Pareto front of multi-objective COVID-19 mitigation policies using reinforcement learning by Reymond, Mathieu, Hayes, Conor F., Willem, Lander, Rădulescu, Roxana, Abrams, Steven, Roijers, Diederik M., Howley, Enda, Mannion, Patrick, Hens, Niel, Nowé, Ann, Libin, Pieter

“…Infectious disease outbreaks can have a disruptive impact on public health and societal processes. As decision-making in the context of epidemic mitigation is…”
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Scalar reward is not enough: a response to Silver, Singh, Precup and Sutton (2021) by Vamplew, Peter, Smith, Benjamin J., Källström, Johan, Ramos, Gabriel, Rădulescu, Roxana, Roijers, Diederik M., Hayes, Conor F., Heintz, Fredrik, Mannion, Patrick, Libin, Pieter J. K., Dazeley, Richard, Foale, Cameron

“…The recent paper “Reward is Enough” by Silver, Singh, Precup and Sutton posits that the concept of reward maximisation is sufficient to underpin all…”
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Monte Carlo tree search algorithms for risk-aware and multi-objective reinforcement learning by Hayes, Conor F., Reymond, Mathieu, Roijers, Diederik M., Howley, Enda, Mannion, Patrick

“…In many risk-aware and multi-objective reinforcement learning settings, the utility of the user is derived from a single execution of a policy. In these…”
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Digital Stories Students Tell: An Exploration of Doctoral SLA Students’ Beliefs about Storytelling and Educational Technology by Mannion, Patrick

“…Educational technology (ET) plays a major role in second/foreign (L2) language teaching and learning. Some factors influencing the ways in which teachers…”
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Opponent learning awareness and modelling in multi-objective normal form games by Rădulescu, Roxana, Verstraeten, Timothy, Zhang, Yijie, Mannion, Patrick, Roijers, Diederik M., Nowé, Ann

“…Many real-world multi-agent interactions consider multiple distinct criteria, i.e. the payoffs are multi-objective in nature. However, the same multi-objective…”
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Kv2.1-Induced ER/PM Junctions Modify the Cell Surface Diffusion Landscape by Solé, Laura, Moshier, Yaping, Sadegh, Sanaz, Mannion, Patrick, Krapf, Diego, Tamkun, Michael

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An EAP instructor's perceptions of and engagement in dialogic scaffolding by Mannion, Patrick, Bangun, Imelda V., Li, Zhengjie, Wolgemuth, Jennifer

“…•An EAP instructor employed multiple types of dialogic scaffolding strategies to help students understand academic writing..•Before the study, the EAP…”
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