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Grokking Deep Reinforcement Learning
Grokking Deep Reinforcement Learning uses engaging exercises to teach you how to build deep learning systems. This book combines annotated Python code with intuitive explanations to explore DRL techniques. You’ll see how algorithms function and learn to develop your own DRL agents using evaluative feedback. Summary We all learn through trial and error. We avoid the things that cause us to experience pain and failure. We embrace and build on the things that give us reward and success. This common pattern is the foundation of deep reinforcement learning: building machine learning systems that explore and learn based on the responses of the environment. Grokking Deep Reinforcement Learning in...
Moralejas
None
Polynyas: Windows to the World
Approx.474 pagesApprox.474 pages
Decision Making Under Uncertainty in Electricity Markets
Decision Making Under Uncertainty in Electricity Markets provides models and procedures to be used by electricity market agents to make informed decisions under uncertainty. These procedures rely on well established stochastic programming models, which make them efficient and robust. Particularly, these techniques allow electricity producers to derive offering strategies for the pool and contracting decisions in the futures market. Retailers use these techniques to derive selling prices to clients and energy procurement strategies through the pool, the futures market and bilateral contracting. Using the proposed models, consumers can derive the best energy procurement strategies using the available trading floors. The market operator can use the techniques proposed in this book to clear simultaneously energy and reserve markets promoting efficiency and equity. The techniques described in this book are of interest for professionals working on energy markets, and for graduate students in power engineering, applied mathematics, applied economics, and operations research.
Fat and Queer
AASECT Book Award for General Audience 'A joy to read' ESSIE DENNIS 'A beautifully written collection' JUNO ROCHE We're here. We're queer. We're fat. This one-of-a-kind collection of prose and poetry radically explores the intersection of fat and queer identities, showcasing new, emerging and established queer and trans writers from around the world. Celebrating fat and queer bodies and lives, this book challenges negative and damaging representations of queer and fat bodies and offers readers ways to reclaim their bodies, providing stories of support, inspiration and empowerment. In writing that is intimate, luminous and emotionally raw, this anthology is a testament to the diversity and power of fat queer voices and experiences, and they deserve to be heard.
Integrating Renewables in Electricity Markets
This addition to the ISOR series addresses the analytics of the operations of electric energy systems with increasing penetration of stochastic renewable production facilities, such as wind- and solar-based generation units. As stochastic renewable production units become ubiquitous throughout electric energy systems, an increasing level of flexible backup provided by non-stochastic units and other system agents is needed if supply security and quality are to be maintained. Within the context above, this book provides up-to-date analytical tools to address challenging operational problems such as: • The modeling and forecasting of stochastic renewable power production. • The characteriza...
Power to the Poor
The Poor People's Campaign of 1968 has long been overshadowed by the assassination of its architect, Dr. Martin Luther King Jr., and the political turmoil of that year. In a major reinterpretation of civil rights and Chicano movement history, Gordon K. Mantler demonstrates how King's unfinished crusade became the era's most high-profile attempt at multiracial collaboration and sheds light on the interdependent relationship between racial identity and political coalition among African Americans and Mexican Americans. Mantler argues that while the fight against poverty held great potential for black-brown cooperation, such efforts also exposed the complex dynamics between the nation's two larg...
Drug Discovery for Leishmaniasis
For human health, leishmaniasis is among the most important protozoan diseases, superseded only by malaria. Globally, 10 to 12 million people are infected with 1.5 million new cases every year. The development of cheaper new drugs is urgently needed for this neglected disease that is developing resistance to current treatments. Chemotherapy remains the only treatment option for the bulk of patients. However, this is largely unaffordable for most. In the past three years numerous advances in drug discovery have been made for treating this disease by exploiting diverging metabolic pathways between the Leishmania enzymes and their hosts, using nanotechnology to target the immune cell phagolysos...
Grokking Deep Learning
Summary Grokking Deep Learning teaches you to build deep learning neural networks from scratch! In his engaging style, seasoned deep learning expert Andrew Trask shows you the science under the hood, so you grok for yourself every detail of training neural networks. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Deep learning, a branch of artificial intelligence, teaches computers to learn by using neural networks, technology inspired by the human brain. Online text translation, self-driving cars, personalized product recommendations, and virtual voice assistants are just a few of the exciting modern advanceme...
Handbook of Research on Bioenergy and Biomaterials
The handbook provides an understanding of consolidated processing and biorefinery systems for the production of bio-based chemicals and value-added bioproducts from renewable sources. The chapters look at a variety of bioenergy technological advances and improvements in the energy and materials sectors that aim to lower our dependence of fossil fuels and consequently reduce greenhouse gas (GHG) emissions. The volume looks at a selection of processes for the production of energy and biomaterials, including the Fischer–Tropsch process, gasification, pyrolysis, combustion, fermentation from renewable sources (such as, plants, animals and their byproducts), and others. Applications that are ex...
