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Scalable cooperative multiagent reinforcement learning in the context of an organization

Scalable cooperative multiagent reinforcement learning in the context of an organization

Scalable cooperative multiagent reinforcement learning in the context of an organization

... for finding the optimal policy (given the underlying model) For MDP models there are two main directions for finding the optimal policy: the planning (or the offline) approach and the reinforcement ... reinforcement learning (RL or the online) approach The planning approach assumes knowing the dynamics of the world a priori.1 Therefore, a planning agent can find the optimal policy before interacting ... optimizing the performance of a network of adaptive 16 agents using reinforcement learning, including Multi State WPL, an extended version of WPL, and REORG, an algorithm for adapting the agents organization...
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a literature survey of active machine learning in the context of natural language processing

a literature survey of active machine learning in the context of natural language processing

... achieved by active learning algorithm A and t amount of training data, and Acct (L) is the average accuracy achieved using random sampling and learning algorithm L and t amount of training data The deficiency ... separate views of learning the same target concept As in active learning, Co-training starts off with a small set of labeled data, and a large set of unlabeled data The classifiers are first trained ... to as passive learning or learning by random sampling from the available set of labeled training data A prototypical active learning algorithm is outlined in Figure 2.1 Active learning has been...
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Scalable model based reinforcement learning in complex, heterogeneous environments

Scalable model based reinforcement learning in complex, heterogeneous environments

... world to support model- based reinforcement learning We address the challenges of transfer learning in heterogeneous environments with varying tasks We present an efficient, online framework that, ... practicality in both simulated and real robotics domains Transferring Expectations in Model- based Reinforcement Learning, Trung Thanh Nguyen, Tomi Silander, Tze-Yun Leong, Proceedings of the Advances in ... problems Focusing on model- based RL, this dissertation examines the problems of learning in complex environments In particular, we focus on two problems: learning representations, and transferring representations...
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Organizing pairwork and groupwork in the context of high school classrooms at pham van nghi upper secondary school, nam dinh province: A case study

Organizing pairwork and groupwork in the context of high school classrooms at pham van nghi upper secondary school, nam dinh province: A case study

... that the thesis entitled ORGANIZING PAIRWORK AND GROUPWORK IN THE CONTEXT OF HIGH SCHOOL CLASSROOMS AT PHAM VAN NGHI UPPER SECONDARY SCHOOL, NAM DINH PROVINCE: A CASE STUDY Is the result of my own ... related to the study : Communicative approach to language teaching, and pairwork and groupwork in language teaching and learning 1.1 Communicative approach to language teaching 1.1.1 What is meant ... University In the past, most of these teachers mainly used the GrammarTranslation Method - a way of teaching and learning a foreign language on the basis of detailed analysis of grammar rules and application...
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The UN Model Double Taxation Convention in the context of Financing for Sustainable Development

The UN Model Double Taxation Convention in the context of Financing for Sustainable Development

... country of the Why countries need Double Tax Treaties? investment and in the residence country of the investor), by allocating taxing rights over this income between the two countries Double Taxation ... Taxation Convention Models are generally used by countries as a Double Taxation Convention Models important? Why are basis for the negotiation of their bilateral treaties; thus they have a profound influence ... isobtaining more tax revenue from foreign investment and special about the UN Model Convention? between preserving investment-friendly climate, in support of their development goals Application of...
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A STUDY ON THE USE OF CLASSROOM DISCIPLINE AS MOTIVATION FOR SECOND LANGUAGE ACQUISITION IN THE CONTEXT OF ENGLISH LANGUAGE TEAC

A STUDY ON THE USE OF CLASSROOM DISCIPLINE AS MOTIVATION FOR SECOND LANGUAGE ACQUISITION IN THE CONTEXT OF ENGLISH LANGUAGE TEAC

... role in discipline and motivation maintenance 1.5 Definition of Second Language Acquisition Since the early childhood of second language teaching, language acquisition has been a subject of interest ... Acquisition in classroom, it would look more into the contextual factors rather than the social and linguistic ones One contextual factor that has an influence on second language acquisition in classroom ... writer’s personal interests, as a language teacher, in the field of managing discipline in language classrooms and motivating students in their second language acquisition Hopefully, the study would...
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Tài liệu “Measuring customer satisfaction in the context of a project-based organization” docx

Tài liệu “Measuring customer satisfaction in the context of a project-based organization” docx

... a negative correlation between customer satisfaction and financial performance Indirect measures of customer satisfaction provide simple ways of assessing the state of customer satisfaction They ... making, and their satisfaction contribute towards the satisfaction of the customer organization as a whole In this case, the measurement of CS includes the identification of key individuals and ... & Kawani, 1982) Therefore, it can be argued that the aggregate satisfaction of the buying organization is a rather complex function of satisfactions of individual, from an importance viewpoint,...
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Tài liệu Priority Setting for Reproductive Health at the District Level in the context of Health Sector Reforms in Ghana doc

Tài liệu Priority Setting for Reproductive Health at the District Level in the context of Health Sector Reforms in Ghana doc

... between national and district priority setting for RH, and whether Health Sector Reforms (HSR) facilitate or constrain priority setting for RH at the district level In particular, the study examined ... maintaining the integrity of the health SWAp at least in the medium term The implications of the changing financing context on the health sector and RH in particular as seen by managers is for ... partnership in improving health and; 5) improve financing of the health sector 11 The POW is a result of information gathering, Priority Health Intervention, studies, and nationwide consultations...
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Tài liệu Central bank rates, market rates and retail bank rates in the euro area in the context of the recent crisis docx

Tài liệu Central bank rates, market rates and retail bank rates in the euro area in the context of the recent crisis docx

... analyses their trends since the start of 2008 Central bank rates, market rates and retail bank rates in the euro area in the context of the recent crisis The retail interest rates presented in this ... example, the US Federal Reserve After Central bank rates, market rates and retail bank rates in the euro area in the context of the recent crisis Chart 1 Use of the deposit facility and euro area ... 2011 2010 2009 2008 Central bank rates, market rates and retail bank rates in the euro area in the context of the recent crisis Chart 10 Long-term lending interest rates in euro area countries (monthly...
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Dynamic Planet Mercury in the Context of Its Environment docx

Dynamic Planet Mercury in the Context of Its Environment docx

... breakthroughs in our understanding of Mercury and its environment Thus, we are writing this book with the realization that we are in a time of transition in our understanding of the planet Mercury Of particular ... OBJECTIVES The objectives of Bepi Colombo focus on obtaining the kind of coverage necessary to fill in particular gaps in our knowledge of planet Mercury (Grard et al, 2000) Determining the nature of the ... and the adequacy and limitations of this instrumentation in revealing the dynamic character of Mercury s interaction with its environment Chapter MERCURY S INTERIOR 3.1 PRESENT UNDERSTANDING OF...
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Báo cáo khoa học: Death inducer obliterator protein 1 in the context of DNA regulation Sequence analyses of distant homologues point to a novel functional role docx

Báo cáo khoa học: Death inducer obliterator protein 1 in the context of DNA regulation Sequence analyses of distant homologues point to a novel functional role docx

... requires protein translocation to the nucleus Although functional analyses of individual domains have not been addressed, the global context of the domain analyses allows us to draw a more general ... 0.75 are shown Black geometrical shapes are additional domains, as indicated ANOGA, Anopheles gambiae; ASHGOS, Ashbya gossypii; BRARE, Brachydanio rerio; CANDGLA, Candida glabrata; CIONA, Ciona intestinalis; ... constitute the minimal transcriptionally active fragment and are required simultaneously to maintain transcription The PHF3 protein was recovered in initial analyses and also contains a TFS2M domain...
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Báo cáo khoa học:

Báo cáo khoa học: "COMMON TOPICS AND COHERENT SITUATIONS: INTERPRETING ELLIPSIS IN THE CONTEXT OF DISCOURSE INFERENCE" ppt

... constituent in the syntax, and (2) whether the form is anaphoric in the semantics In subsequent sections, we show how the distinct mechanisms for recovering these types of missing information interact ... 203-212, Utrecht, the Netherlands, April Andrew Kehler 1993b The effect of establishing coherence in ellipsis and anaphora resolution In Pro- ceedings of the 31st Conference of the Association ... way of their corresponding node(s) in the syntax; the operations performed on these representations are dictated by the nature of the constraints imposed The two types of inference are distinguished...
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Báo cáo

Báo cáo " Using Bloom’s revised taxonomy to design in-class reading questions for intermediate students in the context of Vietnam " ppt

... Questioning in Reading Class a) Introduce to students six levels of Bloom’s Taxonomy, focusing primarily on the thinking skills, kinds of questions deployed for each skill Post a chart of Bloom’s Taxonomy ... are of convincing evidence that Bloom’s Revised Taxonomy be a well-proven basis for question design in reading class A suggested Set of Reading Questions Designed on the basis of Bloom’s Revised ... worth-noticing findings When asked about the purposes that underlined their designing reading questions in class, up to 83 respondents claimed either to develop in their students reading skills,...
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Surfing the waves of globalization - Asia and financial lobalization in the context of the trilemma

Surfing the waves of globalization - Asia and financial lobalization in the context of the trilemma

... kinh tế mức độ lạm phát trung hạn câu hỏi cho nhà phân tích kinh tế vĩ mô chuyên gia tài Bài nghiên cứu ‘ Surfing the Waves of Globalization: Asia and Financial Globalization in the Context of ... MỤC LỤC -oOo - LỜI MỞ ĐẦU PHẦN I – PHẦN II – Trang TÓM TẮT VÀ ÔN LƯỢC (*) 1- Tóm tắt 2- Ôn lược Trang 4- CÁC VẤN ĐỀ LIÊN QUAN CỦA BỘ BA BẤT KHẢ THI (*) 1- Các khái niệm ba bất khả thi 2- Phân ... phát triển giới (WDI) Bộ liệu tổ chức thành kỳ năm 197 2-1 976, 197 7-1 981, 198 2-1 986, 19871991, 199 2-1 996, 199 7-2 001, 200 2-2 006 Tất biến thay đổi theo thời gian gộp thành bình quân năm Mô hình hồi...
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ENVIRONMENTAL INDICATORS: A SYSTEMATIC APPROACH TO MEASURING AND REPORTING ON ENVIRONMENTAL POLICY PERFORMANCE IN THE CONTEXT OF SUSTAINABLE DEVELOPMENT pot

ENVIRONMENTAL INDICATORS: A SYSTEMATIC APPROACH TO MEASURING AND REPORTING ON ENVIRONMENTAL POLICY PERFORMANCE IN THE CONTEXT OF SUSTAINABLE DEVELOPMENT pot

... ENVIRONMENTAL INDICATORS: A Systematic Approach to Measuring and Reporting on Environmental Policy Performance in the Context of Sustainable Development Allen Hammond Albert Adriaanse Eric ... and the degradation of the environment, thus connecting to a key environmental goal of sustainable development (managing pressures to maintain environmental quality) In economic and social contexts, ... Planning and Development Collaboration International and the World Conservation Monitoring Centre, African Data Sampler: An Internationally Comparable Map and Georeferenced Data Base (WRI, Washington,...
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