... potential to improve overall quality Based on Pareto Optimality, PMO is easy to implement and achieves better solutions compared to linearcombination baselines, for any setting of combination ... outperforms LinearCombination with any setting of (p1 , p2 ) The Pareto Frontier of PMO-PRO dominates that of Linear-Combination This implies PMO is effective in optimizing towards Pareto hypotheses ... online users to train recommendation models (Eisner and Daum´ III, 2011) trades off speed and accuracy of e a parser with reinforcement learning None of the techniques in NLP use Pareto concepts,...
... robots to move on the computer screen as they perform various tasks This model was chosen to be basic enough to grasp easily, yet complex enough to be interesting; simple enough to be easy to program, ... an exciting journey of learningto program using Java Before we begin, let’s take a few moments to orient ourselves to this textbook and to the software you will need to complete all the exercises ... addition to margin notes, each chapter includes pattern icons to highlight code or to explain common programming patterns Learningto recognize these patterns is an important part of becoming a...
... ) is substituted into rule (γ1 , α1 ) to yield (γ3 , α3 ) target-language instead of source-language symbols string -to- string max nested tree -to- string string -to- tree tree -to- tree • The substitution ... exact tree -to- tree extraction commits to a single structural analysis but fuzzy tree -to- tree extraction pursues many restructured analyses at once We can strike a compromise by continuing to allow ... Research in Computing Technology Table 5: Comparison of frequency of source-side rewrites in Chinese-English translation between string -to- string (s -to- s) and fuzzy tree -to- tree (t-tot) grammars...
... vector >> a=[1, 3, 4, 5]; >> disp(a(2:end)) Concatenating vector Vectors can be put together to form other arrays This is exactly analogous to string concatenation and is also accomplished with ... from the Earth to the Sun is 93 million miles.) Gravitational force Write a program, gforce.m, to find the gravitational force (in Newtons) between any two people using F = Gm1 m2 /r with gravitational ... LightTime.m, to calculate the time it takes light to travel (a) from New York to San Francisco, (b) from the Sun to the Earth, (c) from Earth to Mars (minimum and maximum), (d) from the Sun to Pluto www.it-ebooks.info...
... a right to withdraw his/her petition in order to exercise the right to complain to competent person for the first administrative complaint settlement, if the statute of limitation for complaint ... jurisdiction to deal with administrative complaints and the jurisdiction of courts to deal with administrative cases Reasonable on delimitation of the jurisdiction to deal with administrative complaints ... the jurisdiction to deal with administrative complaints and the jurisdiction of courts to deal with administrative cases needs to carry out based on the common viewpoints in order to ensure administrative...
... other common mistake people make is to try to compare strings as if they were numbers Instead you should use the eq operator in perl to compare strings for equality and the ne operator to test ... you want to add or remove, and which end of the array you want to operate on unshift shift Array pop push Learningto program with Perl 22 To add elements to an array you use push (to add to the ... and compile it under windows this would require you to have a C compiler installed (Windows doesn’t come with one by default), so the easiest way to get a perl installation is to get a pre-compiled...
... available to enhance the software development process Some common tools include: • Editors An editor allows the programmer to enter the program source code and save it to files Most programming editors ... simple expressions Values and variables can be combined with operators to form more complex expressions In Section 2.1 we saw how we can use the + operator to add integers and concatenate strings Listing ... expressions that make it up and combining them with operators to form potentially new values The commonly used Python arithmetic operators are found in Table 3.1 The common arithmetic operations,...
... liaisons How businesses are learningto work with their new stakeholders communities Firms, especially in the retailing sector, have been turning to web communities to help inspire, design and ... framework to test their research, allowing more commercial ideas to be developed to the university’s advantage Companies get to benefit from academia’s greater freedom to explore ideas with less ... fitted in-store—posed problems when it wished to move into online sales It turned to UEA to develop a tool enabling parents to find out their children’s shoe size from home by uploading photographs...
... vector >> a=[1, 3, 4, 5]; >> disp(a(2:end)) Concatenating vector Vectors can be put together to form other arrays This is exactly analogous to string concatenation and is also accomplished with ... from the Earth to the Sun is 93 million miles.) Gravitational force Write a program, gforce.m, to find the gravitational force (in Newtons) between any two people using F = Gm1 m2 /r with gravitational ... LightTime.m, to calculate the time it takes light to travel (a) from New York to San Francisco, (b) from the Sun to the Earth, (c) from Earth to Mars (minimum and maximum), (d) from the Sun to Pluto 17...
... skill learningwith haptic guidance to date examined the ability of healthy subjects to learn a complex trajectory with haptic guidance and/or visual demonstration [7] A robotic device was used to ... presentation of the process of learningto adapt to a force field [35] can aid subjects in learning these tasks, again indicating the sufficiency of visual information to drive motor learning For some movement ... substantially improve learning of the trajectory, compared to simply watching the trajectory The difference of this finding in comparison to these previous findings may be due to the nature of the...
... knowledge to make connections with the text and predict what they will learn During reading, students need to know how to monitor their understanding, use fix-up strategies to assist with comprehension, ... withlearning difficulties/disabilities have trouble with reading comprehension, what are the possible explanations? Are there other factors related to reading comprehension that might need to ... had learning disabilities also read well and with comprehension In this chapter we present an overview of reading comprehension and related factors TEACHING READING COMPREHENSION TO STUDENTS WITH...
... was to become a German and then an international success Born into a Jewish family that converted to Protestantism, Weiss was nonetheless forced to flee Germany in after the Nazis had come to ... aspirations, was relentless in pushing the process towards completion The rapidly achieved unification seemed to bring closure to postwar efforts to come to terms with the National Socialist past The initial ... engagement We are no longer concerned with coming to terms with one’s own experience and involvement or overcoming personal psychic malfunction, but with accusing others of complicity and responsibility...
... feel comfortable exercising in public See what the advisor recommends for this barrier to your exercise) Dialogue Policy Optimization with Reinforcement Learning Reinforcement learning refers to ... different to going with a friend Try talking to other people who are exercising, you’re likely to find they welcome a little conversation! Did you find this solution useful? I guess Ok Try to work ... automatically compose a dialogue strategy from a library of dialogue components, that is very similar to a manually designed expert strategy, by learning from user feedback Thus, in order to...
... measure grammatical relation similarity Supervised machine learning is used to learn how to combine the resulting features We experimented with a Maximum Entropy classifier on two datasets; the publicly ... corresponding categories { v1 , yi , , , yn } are given as input to the ME classifier, which learns how to classify new vectors v, corresponding to unseen pairs of sentences S1 , S2 We use nine string ... operations needed to transform S1 to S2 , where an operation is an insertion, deletion or substitution of a single token Moreover, we use high-level We use Stanford University’s tokenizer and POS-tagger,...
... be set to a value close enough toto allow the learners to converge by stopping their exploration In our work, we start with a very high value for the temperature toforce the agents to make ... is used to integrate the dynamics of traffic For this, a continuous end -to- end delay among the K Best selected Paths is computed using a reinforcement Q- learning function In order toforce the ... intelligence together with biologically inspired techniques such as reinforcement learning and genetic algorithms, to control network behavior in real-time so as to provide users with the QoS...
... is intended to help: n n n You have read about cloud computing or PaaS and want to learn how Force. com compares to other technologies You want to get started with Force. com but need to select a ... custom apps on Force. com that have enabled it to close new business, retain existing customers, and expand customers into new areas For example, it used Force. comto provide a major insurance company ... View Component Basics Data Components 222 224 Action Components 227 Primitive Components 228 Force. com- Styled Components 229 Force. com User Interface Components 232 Visualforce and the Native User...
... games are mostly used as tutors, a learning from position rather than as tools to mediate learning, a learningwith position When a game functions as a tutor it becomes the Object of the activity, ... These trivial games are easy to complete within an hour or less Complex games, on the other hand, require players to commit more than 10 hours to identify and negotiate complex relationships between ... engaging with the technological tool to develop insights into the biology of cancer, malaria, tuberculosis and HIV/AIDS Second, research needs to inquire “into techniques and tools in an effort to...
... extractive and compressive models Chiang et al., 2008) Previous work has referred to the lack of extracted, compressed data sets as an obstacle to joint learning for summarizaiton (Daum´ III, ... summaries produced by humans are provided for comparison 489 Conclusion Jointly learningto extract and compress within a unified model outperforms learning pure extraction, which in turn outperforms ... vector For an extractive summary, y is as a vector of indicators y = (ys : s ∈ x), one indicator ys for each sentence s in x A sentence s is present in the summary if and only if its indicator...
... auditor to communicate certain matters related to the conduct of an audit1/ to a company's audit committee2/ and to obtain certain information from the audit committee relevant to the audit "Communicate ... Amendments to AU sec 380, Communication With Audit Committees Auditing Standard AU sec 380, "Communication With Audit Committees" SAS No 61, "Communication With Audit Committees" (AU sec 380, "Communication ... auditor to communicate to the audit committee those situations in which the auditor concludes that a departure from the standard auditor's report is necessary; Requiring the auditor to communicate...
... knowledge Reinforcement Learning Our work combines ideas of two traditionally disparate approaches to reinforcement learning (Sutton and Barto, 1998) The first approach, model-based learning, constructs ... 7448 739 10 Reinforcement Learning Parameters Following common practice, we encourage exploration during learningwith an -greedy strategy (Sutton and Barto, 1998), with set to 0.1 We also identify ... instructions is that, in contrast to their low-level counterparts, they correspond to sequences of one or more commands A simple way to enable this one -to- many mapping is to allow actions that not consume...