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Recent Advances in Deep Reinforcement Learning

MBZUAI ·

Keith Ross, Dean of Computer Science, Data Science and Engineering at NYU Shanghai, will be giving a talk on recent advances in Deep Reinforcement Learning (DRL). The talk will review DRL breakthroughs and discuss algorithmic research on DRL for high-dimensional state and action spaces, with applications to robotic locomotion. Ross's research interests include deep reinforcement learning, Internet privacy, peer-to-peer networking, and computer network modeling. Why it matters: Reinforcement learning is a core area of AI research in the GCC region, and a talk by a prominent researcher can help inform and inspire local researchers.

A 'silver bullet' awakening

KAUST ·

Mani Sarathy, an associate professor of chemical engineering, has been appointed Associate Director of the Clean Combustion Research Center (CCRC) at KAUST. Sarathy is part of the University’s Physical Science and Engineering Division. The announcement did not detail specific research directions. Why it matters: This signals KAUST's continued investment in and focus on clean combustion research.

Week 2: Upcoming WEP2015 events, lectures and speakers

KAUST ·

KAUST's Winter Enrichment Program (WEP) 2015 features keynotes by international experts and award winners. Week 2 events include Caltech's Anthony Readhead discussing radio astronomy and Saudi Arabia's potential role, and an exhibition of Tingatinga art from East Africa. Other events cover urban science, polar expeditions, and a multimedia performance called BELLA GAIA. Why it matters: WEP promotes scientific engagement and cultural exchange within KAUST and highlights opportunities for Saudi Arabia in global research fields like radio astronomy.

The dawn of a grassroots renaissance

KAUST ·

Dr. David Edwards from Harvard University spoke at KAUST about creativity in innovative communities. He believes that we are at the dawn of a grassroots renaissance in the arts, sciences and engineering. Edwards highlighted the importance of learning, experimentation, and production centers in fostering innovation. Why it matters: This talk suggests KAUST is looking to foster a cross-disciplinary culture of innovation, aligning with broader trends in AI and technology development that require diverse skill sets.

A mission to optimize scientific research with the help of IT

KAUST ·

KAUST is focused on optimizing scientific research through IT, including high-performance computing and supercomputing. KAUST's CIO, Jason Roos, emphasizes that IT at KAUST prioritizes research support, drawing from his experience in mission-critical IT in healthcare. KAUST houses Shaheen II, the fastest supercomputer in the Middle East, managed with state-of-the-art facilities. Why it matters: This focus enhances KAUST's research capabilities, providing resources on par with national labs and attracting top talent in science and technology to the region.

Professor Iain McCulloch wins Royal Society of Chemistry Award

KAUST ·

Professor Iain McCulloch from KAUST has won the Royal Society of Chemistry's Interdisciplinary Prize. McCulloch was recognized for his work in designing and applying functional materials in optics, electronics, and energy. His research focuses on creating new organic materials for flexible solar cells and other applications. Why it matters: This award highlights KAUST's increasing role as a hub for innovative materials science research with global impact.

Understanding the COVID wave

KAUST ·

KAUST professor David Ketcheson uses mathematical modeling to understand COVID-19 transmission. He applies differential equations to explain the progression of SARS-CoV-2, utilizing the SIR model to predict the spread. Ketcheson's analysis suggests that the reproduction number for COVID-19 could be as high as 5, emphasizing the need for social distancing. Why it matters: This highlights the role of mathematical modeling and data analysis in understanding and predicting the spread of infectious diseases, particularly in the context of pandemic response.

KAUST Solar Center director elected fellow of the Royal Society

KAUST ·

Iain McCulloch, director of the KAUST Solar Center, has been elected as a Fellow of the Royal Society. McCulloch's research focuses on high-performance organic semiconductor materials for applications such as transparent solar cells and sensors. The Royal Society, founded in 1660, is the UK's national science academy and a fellowship of eminent scientists. Why it matters: This recognition highlights KAUST's contributions to advanced materials research and its role in fostering scientific talent in the region.