game-theoretic inverse reinforcement learning: a differential pontryagin's maximum principle approach

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Answer 1

This article suggests a paradigm for game-theoretic inverse reinforcement learning (GT-IRL), which intends to learn the parameters of multistage games' dynamic systems and individual cost functions from exemplified trajectories.

What is inverse game theory?

Game theory can be seen as a multi-player kind of optimization where various agents maximize their unique objective functions. The objective function of an optimization program can be recovered from its solution by resolving a related linear program, according to one of the basic findings in inverse optimization.

Our framework, which is based on Jin et alwork, 's differentiates Pontryagin's maximum principle (PMP) equations of open-loop Nash equilibrium (OLNE), which addresses the problem in a deterministic setting as opposed to the probabilistic approaches in computer science and residual minimization solutions in the control community.

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Related Questions

activating the relaxation response through techniques such as meditation for stress-control breathing can

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You can enhance how you react to stress by triggering the relaxation response with methods like meditation or stress-control breathing.

How much stress relief does meditation provide?

A calm mind and a deep level of relaxation can be the results of meditation. You can narrow your focus and stop the constant stream of disorganized ideas that might be stressing you out during meditation. Physical and emotional health may improve as a result of this procedure.

What is breathing to reduce stress?

It is common for people to breathe shallowly in their upper chests while under stress. Diaphragmatic breathing can be used purposefully to lessen the stress reaction. Abdominal breathing promotes the body to relax and controls the nervous system, which has a number of positive effects on health.

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on multiple lane highways slow drivers should drive: in whatever lane other slow drivers may be using in a middle lane in the left hand lane in the right hand lane submit answer

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On a roadway with numerous lanes, slow drivers ought to stay in the right lane.

How soon is it okay to re-enter the right lane?

The simplest way to determine when it is safe to move back into the right lane after passing another car on a two-lane road is to 1. wait until you can see the overtaken car in your rearview mirror. 2. holding off until you can no longer see the car on your right that has passed you.

What are the regulations for highway driving?

1 Selecting the correct lane. On a highway, it's crucial to travel in the correct lane. 2 Making lane changes when driving. When changing lanes, there are several driving procedures and safety precautions that you MUST follow. merging three. 4 Getting on a highway; 5 getting off a highway.

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how do you put a tracker, test lessages, messenger messageson someones i phone without them knowing

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Settings > Messages, flip off messenger, turn it back on, faucet send & receive, faucet Use Your Apple identification for iMessage, then sign in with the equal Apple identity used for your different tracker.

Simply viable for a person to be an undercover agent in your textual content messenger and it's honestly something you must be aware of this is a capability way for a hacker to advantage a whole lot of non-public information approximately you including accessing PIN codes sent by using web sites used to affirm your identity together with online banking.

Tracker and long press on the message thread, preserving the faucet until a message preview pops up on the screen. scan the message preview to review and read the message, so long as you do not faucet it again you'll hold the message in preview mode and be capable of reading the message without sending a study receipt.

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behavioral sensitivity to changing reinforcement contingencies in attention-deficit hyperactivity disorder.

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It has been suggested that altered sensitivity to positive reinforcement contributes to the signs of attention-deficit hyperactivity disorder (ADHD).

In this study, we assessed how well kids with and without ADHD could modify their behavior in response to shifting reinforcer availability.

Brief a conclusion for ADHD?

When reinforcement is intermittent and there is uncertainty about the relationship between an action's consequences and its repercussions, children with ADHD modify their behavioral reactions to fluctuating reinforcer availability less than children who are typically developing.

This may help to explain why it can be challenging for children with ADHD to modify their behavior in response to novel circumstances and varying reinforcement cues.

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11. a famous golfer is struggling with his mental game and has recently lost many tournaments because he cannot seem to focus. he is looking for someone to help him improve his performance. who would be most helpful to this golfer? a forensic psychologist an industrial psychologist a sports psychologist a human factors psychologist

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If he is looking for someone to help him improve his performance. The person who would be most helpful to this golfer is:  a sports psychologist.

Who is a sports psychologist?

A sports psychologist can be defined as someone who is a sport performance specialist and this person tend to often encourage athlete and give them tips on how to improve their performance.

Sport psychologist help athlete to create techniques that will enables them overcome anxiety, lack of confidence and this techniques can inturn can help to build their confidence as well as increase their performance.

Therefore If he is looking for someone to help him improve his performance. The person who would be most helpful to this golfer is:  a sports psychologist.

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the acceptance of the dominant values in a culture by those who are subordinate to those who hold economic and political power

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The acceptance of the dominant values in a culture by those who are subordinate to those who hold economic and political power is called hegemony.

Hegemony refers to the domination of one group over another, frequently justified by accepted standards and viewpoints. Hegemony is  frequently used to indicate the relatively dominant position of a certain set of ideas as well as their tendency to become intuitive and commonsensical, which prevents the spread or even the articulation of other concepts.

The class, organization, state, or actor which exercises hegemonic authority or the one that is in charge of the spread of hegemonic ideas is called hegemon.

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the sea world animal trainers use rewards (reinforcements) to teach whales, sea lions and dolphins to perform tricks. these training techniques are based on principles from which early school of psychology?

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Behaviorism the sea world animal trainers use reward reinforcements to teach whales, sea lions, and dolphins to perform tricks. these training techniques are based on principles from which early school of psychology.

As James saw it, psychology's cause changed by observing the characteristic of conduct inside the global, and as such, his attitude was called functionalism, which is regarded as another early school of psychology. Functionalism targeted how intellectual sports helped an organism suit its environment.

The Yankee psychologist Abraham Maslow, taking into consideration one of the leading architects of humanistic psychology, proposed a hierarchy of wishes or drives in order of decreasing precedence or efficiency however growing sophistication: physiological needs, protection, belongingness and love, esteem, and self-actualization.

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the effects of pomodoro technique on academic-related tasks, procrastination behavior, and academic motivation among college students in a mixed online learning environment

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The effects of pomodoro technique on academic-related tasks, procrastination behavior, and academic motivation among college students  reduced the academic motivation of respondents.

Define pomodoro technique .

The pomodoro technique is a time-management approach based on 25-minute bursts of concentrated work interspersed with 3- to 5-minute pauses and 15- to 30-minute breaks after four work periods have been completed.

What are the Pomodoro Technique's five steps?

1. Pick one project you'll concentrate on and write it down.

2. Adjust the clock to 25 minutes.

3. Finish the work before the timer goes off, then tick the box on your paper.

4. Take a little pause of 5 minutes.

5.Do your work for another 25 minutes.

Take a lengthier 20–30 minute break after three or four 25–minute work intervals.

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what are two examples of formal institutions? multiple select question. the federal government fashion styles the police good manners

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Further Institutions can also be classified into Operative institutions and Relative institutions. The International Monetary Fund (IMF) and the World Bank share a common goal of raising living standards in their member countries.

The act of instituting a significant practice, relationship, or organization in a society or culture is the institution of marriage.  An established organization or corporation especially of a public character specifically a facility for the treatment or training of persons with mental deficiencies.

One of the most challenging responsibilities for federal, state, and local governments has always been providing professional policing services.

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mothers' work and family roles, gender ideologies, distress, and parenting: consequences for juvenile delinquency

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“Mothers’ Work and Family Roles, Gender Ideologies, Distress, and Parenting: Consequences for Delinquency.”

To explain why women's dual roles as caretakers and employees are related to adolescent misbehavior, this essay builds a theoretical framework. Utilize the National Survey of Children and covariance structure analysis to test the model in this instance.

What does the outcome reveal?

The findings show that adolescents with moms who are employed and adhere to atypical views as well as those with mothers who are stay-at-home and adhere to traditional ideals are less likely to engage in criminal activity than other youth. This is because their mothers are emotionally stable, allowing them to develop strong emotional relationships with their kids. Youths are ultimately shielded by emotional ties from deviant peer affiliations and behavior.

What are the repercussions of being delinquent?

Delinquents were more likely to be unemployed than non-delinquents, even after controlling for temporally previous qualities and resources, human capital, and criminal justice engagement. This association between delinquency and the likelihood of unemployment was significant, according to the study.

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a person in the united states who speaks only german and lives in a german neighborhood would be said to be

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A person in the United States who speak only German and lives in a German neighbourhood would be said to be Separated.

What language is spoken in German?

One of Switzerland's official languages is German, also known as Deutsch, which is also the national language of Austria and Germany. German belongs to the West Germanic branch of the Indo-European language family, along with English, Frisian, and Dutch.

Due to its numerous straightforward principles, German is not as challenging to learn as most people think. Additionally, given that English and German share a linguistic family, you might be shocked by some of the things.

Thus, it is Separated.

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The full question is -

The principle that one's beliefs and activities should be interpreted in terms of one's own culture and that no culture is superior to another.

As a person in the united states who speaks only german and lives in a german neighborhood would be said to be -

understanding what it means when a person defensively folds their arms in front of themselves, while listening to a contrary point, is an example of which skill?

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Understanding what it means when a person defensively folds their arms in front of themselves while listening to a contrary point, is an example of which skill in Interpreting nonverbal communication.

However, being an expert individual would not take a lot of analyzing it takes commencing your coronary heart to comprehend what a person else feels or experiences. If someone says to you, I notion we had an understanding, you must have accomplished something surprising. right here, information way an agreement.

The definition of expertise is displaying comprehension of a topic or compassion or sympathy for every other man or woman. An example of understanding is a person who's very clever in math. An instance of information is a trainer who shows sympathy for her students' difficulties.

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robbins, p., j. hintz, and s.a. moore. 2014. environment and society: a critical introduction, 2nd edition. malden, ma: wiley-blackwell.

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This fascinating and inventive introduction to the environment and society, which has been substantially updated for the second edition, combines important theoretical concepts to study well-known items.

Includes significant improvements and revisions for the second edition, such as additional chapters on E waste, mosquitoes, and uranium, as well as new exercises, enhanced maps and visuals, shorter theory chapters, and refocused sections on environmental solutions.Uses examples such as bottled water, tuna, and trees to discuss issues including population growth and resource depletion, commodities, environmental ethics, dangers, and political economics.

Students can access it, and it is supported by in-book and online resources, such as exercises and boxed conversations, an online test bank, notes, advice on reading, and links to websites for deeper comprehension.

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which of the 4 d’s is more of an exception rather than a rule when defining psychopathology? a. dysfunction b. distress c. deviance d. dangerousness

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When describing psychopathology, the four Ds' dangerousness is more of an exception than a norm.

What does psychopathology mean exactly?

Psychopathology, usually referred to as "abnormal psychology," is the study of unusual or aberrant conduct in addition to mental illnesses. To effectively communicate with people who have mental health issues, professionals in the professions of social work, psychology, and psychiatry need to have a thorough understanding of how mental diseases develop.

What are the "four D's" of psychopathology?

Psychologists typically utilize the four D's: deviance, distress, dysfunction, and danger, to classify behavior as abnormal. Because abnormality is subjective, it is challenging to define clearly, yet the definition has a few essential components.

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jamie lee jackson, age 24, has recently decided to switch from attending college part-time to full-time in order to pursue her business degree and aims to graduate within the next three years. she has 55 credit hours remaining in order to earn her bachelor’s degree, and knows that it will be a challenge to complete her course of study while still working part-time in the bakery department of a local grocery store, where she earns $450 a week. jamie lee wants to keep her part-time job at the grocery store as she loves baking and creates very decorative cakes. she dreams of opening her own cupcake café within the next five years. she also realizes that by returning to school full-time she will forgo any free time that she enjoys now socializing with friends.

Answers

Jamie lee Jackson's short term goal is to earn and pay for house rent, her intermediate goal is to earn her bachelor's degree and the long term goal is to save and open her own cupcakes cafe.

What is Goal?

Goal is the objective of a person, a goal is the future that an individual wants to accomplish.

Jamie is at a stage in life where she have different goals, currently she is attending part time college while she wants to pursue her business bachelor's degree.

Jamie Lee Jackson have a short term goal that is to earn $450 a week and pay for the rent, also work on hobbies and socializing.

Her intermediate goal is to complete the bachelor's degree that is in a 3 year duration, and her long term goal is to save money and start own cupcake cafe in a 5 year duration.

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Missing in the question:

What are Jamie Lee’s short-term financial goals? How do they compare to her intermediate financial goals?

each branch of the federal government has the ability to limit the powers of the other branches. a. true b. false

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Every department of the federal government has the ability to restrict the powers of the opposite branches is real is true.

Electricity is described as the potential to behave or have an effect on others. An instance of strength is the power needed to run 5 miles. An instance of electricity is the authority a neighborhood government has to acquire taxes.

Personal power is the potential to influence human beings and events. This form of electricity comes from personal characteristics in preference to formal authority. private electricity is more of an attitude or kingdom of thoughts. a person with sturdy private energy is targeted on their self-efficacy and capacity to cooperate with others.

Real electricity is power, and it intensifies from the inner as our insight and self-know-how grow. perception is a crucial element of being effective. someone with real energy no longer impact the world around him or her without consideration of the larger photograph that begins interior.

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a benefit that is sought by an interest group and that once achieved cannot be denied to a nonmember is called a . group of answer choices

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An advantage this is sought by means of an interest group and that once executed can't be denied to a nonmember is called a: collective good.

Interest is the monetary rate for the privilege of borrowing money, typically expressed as an annual percentage price (APR). interest is the amount of cash a lender or economic organization receives for lending out cash.

Interest is defined as the quantity of cash paid for the use of a person else's money. An example of interest is the $20 that becomes earned this 12 months to your savings account. An example of interest is the $2000 you paid in interest this year on your property mortgage.

An easy vicinity to begin in identifying your interests is to keep in mind the sports, interests, and subjects which you experience and that certainly capture your attention. figuring out your pursuits lets you generate thoughts of feasible majors and profession regions to in addition discover.

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for deep processing to occur, it is best to study information in several smaller sessions than in one long session.

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For deep processing to occur, it is best to study information in several smaller sessions than in one long session. The given statement is True.

"Deep processing is a cognitive processing that focuses on its meaningful properties rather than its characteristics. It is considered that processing at this level,  usually involves a degree of elaboration, produces stronger, long-lasting memories than shallow processing. In simpler words, it means processing information with respect to its meaning. "

“The deep processing means recalling the most words, regardless of whether they were warned about the recall task or not. And the shallow processing groups recall fewer words."

Question-

For deep processing to occur, it is best to study information in several smaller sessions than in one long session. State true or false.

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represents the moment when individuals become defensive when confronted with information about themselves that is inconsistent with their​ self-concept. question content area bottom part 1 a. cognitive dissonance b. justification c. ​self-actualization d. the sensitive line e. ​self-knowledge

Answers

It is the sensitive line which represents the moment when individuals become defensive when confronted with information about themselves that is inconsistent with their​ self-concept. Hence, Option D is correct.

What Is Defensiveness?

The term "defensiveness" can be used in both senses; it can be a feeling or a behaviour. A person shows defensiveness as a feeling when they feel that something or someone is being critical of them.

On the other hand, when a person shows the behaviour that they are becoming defensive, they are trying to hide something.

Thus, Option D is correct.

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during the mental status examination, a client may be asked to explain such proverbs as "don't cry over spilled milk." the purpose of this is to evaluate the client's ability to think:

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During the mental status examination, a client may be asked to explain such proverbs as "Don't cry over spilled milk." The purpose of this is to evaluate the client's ability to think: abstractly.

The correct option is a.

Abstract thinking is the capacity to comprehend and decipher meaning. It's a higher level of intellectual functioning than concrete thinking, in which the client explains the proverb by its literal meaning. Rational thinking involves the capacity to think clearly, make decisions, and be goal-directed.

Tangential thinking is scattered, non-goal-directed, and hard to follow. Clients with such conditions as organic brain disease and schizophrenia typically can't conceptualise and comprehend abstract meaning. Their literal interpretation of phrases like "Don't cry over spilled milk" is "Even if you spill your milk, you shouldn't cry about it."

During the mental status examination, a client may be asked to explain such proverbs as "Don't cry over spilled milk." The purpose of this is to evaluate the client's ability to think:

a. abstractly.

b. tangentially.

c. concretely.

d. rationally.

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why is the kang hou gui a famous artifact???

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Answer: The Kang hou gui is famous for its inscriptions, which describes an attack on the Shang by the Zhou king and the establishment of the Kang Hou

Explanation:

how was farming in costa rica different from farming in north americas southwest

Answers

Answer: Different soil and climate

Explanation:

A leader has created an environment in which employees know they can express their opinions and they will not be judged or ridiculed. This best describes which aspect of the inclusion experience?.

Answers

A leader has created an environment in which employees know they can express their opinions and they will not be judged or ridiculed. Feeling safe Explanation This best describes an aspect of the inclusion experience.

Benefits of  Feeling safe Explanation?

To lower their immediate operational costs, most businesses choose to disregard the different safety regulations. Recent research on the matter, however, indicates that businesses would benefit more by creating a safe workplace. The principal advantages of creating a safe workplace are listed below.

a rise in worker safety The establishment of a safe workplace contributes to a decrease in workplace accidents. Employee morale is boosted when the appropriate precautions are put in place.

Reduced operational costs: To settle lawsuits involving workplace accidents, businesses must pay at least $1,000,000 in compensation to workers each week.

favorable impact on public opinion.

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laura suffered brain damage and now has difficulty identifying objects. specifically, she can see individual features, but has a hard time assembling those features into complex wholes. she is likely suffering from

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laura suffered brain damage and now has difficulty identifying objects. specifically, she can see individual features, but has a hard time assembling those features into complex wholes. she is likely suffering from agnosia.

Apperceptive agnosia is a failure in recognition that is due to a failure of perception. Associative agnosia is a visual disorder mechanism in which a person fails to recognize the pattern or stimulus even if the stimulus is perceived appropriately and correctly.

People suffering from this stage has ability to match objects, draw etc, so it has less complexity than other agnosias. This deficit is caused in people due to head injury, brain hemorrhage,brain tumor etc.

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the notion that groups and organized interests should be free to compete for influence in government is called ––––––––––––– . this process may produce compromise and moderation.

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The belief that corporations and organized interests should be loose to compete for effect in government is referred to as pluralism this method may also produce compromise and moderation.

A gadget of government distributes strength among one-of-a-kind components and tiers of the nation. Political scientists observe the uses of energy, which includes how strength is sent inside a kingdom. the amount of strength held through the valuable government determines the system of government a country has.

A government's fundamental functions are imparting leadership, preserving order, supplying public services, offering country-wide protection, offering monetary protection, and supplying financial assistance.

The definition of government is the exercise of control or authority over a collection of people. An instance of the presidency is the British Parliament. (uncountable) The control or manipulation of a system. In crook cases, the prosecution is now and again called the authorities.

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The human body has four types of tissues. What part of the eye uses muscle tissue for opening and closing movements?

a. Iris
b. Sclera
c. Cornea
d. Retina

Answers

Answer:

The iris

Explanation:

The sphincter muscle of the iris is a circular muscle that constricts the pupil in bright light, whereas the dilator muscle of the iris expands the opening when it contracts.

Answer:

The iris

Explanation:

The iris contains muscles that allow the pupil to become larger (open up or dilate) and smaller (close up or constrict). The iris regulates the amount of light that enters your eye by adjusting the size of the pupil opening.

you run into a co-worker in the morning. he looks exhausted and his lab coat is wrinkled and dirty. as the day progresses, he becomes increasingly overwhelmed by the amount of patients he has to treat and he starts exhibiting unprofessional behavior. by the end of the day, he looks completely discouraged and tells you he is thinking of quitting. how should you handle this situation?

Answers

A co-worker in the dirty morning looks completely discouraged and tells you he is thinking of quitting suggesting that he may be suffering from bad stress and recommending coping methods.

Coping methods are any strategy in which a person manages an annoying event or scenario by means of modifying his or her actions.

Coping capabilities assist you to tolerate, limit and deal with worrying conditions in lifestyles. managing our bad stress well assists you to sense better bodily and psychologically and it can affect our ability to carry out our exceptional.

setting up and maintaining barriers.working towards rest techniques along with deep respiration, meditation, and mindfulness.Getting regular bodily interest.Making to-do lists and setting goals.

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she presents evidence that women can be as strong as men. she recounts personal experiences to gain her audience’s trust. she asks her audience to sympathize with her plight. she explains the many hardships that she has experienced.

Answers

According to question, It shows that idea that women deserve equality by referencing religious authority.

Define religious authority.

Religious leaders can affect attitudes, behaviors, and practices through raising awareness, particularly at the family and community level. They have the power to influence social values in accordance with religious teachings. The president's authority is the capacity to shape or compel behavior.

Which sorts of religious authority exist?

Professional legal authority that is reasonable.

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are instances when others don't behave as we assume they would or should; the source of many relational problems.

Answers

Instances when others don't behave as we assume they should are the source of many relational problems.

Expectancy Violations. instances when others don't behave as we assume they should are the source of many relational problems.

Enmeshed family. When cohesion is too high. Suffer from too much consensus, too little independence, and very high demand for loyalty.

People who have insecure attachment styles judge the social support they receive to be less considerate compared with securely attached people.

Conversation orientation refers to the degree to which family members interact and communicate about various topics. Conformity orientation refers to the degree to which a family expects uniformity of beliefs, attitudes, values, and behaviors.

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what procedure for identifying students with a disability did idea 2004 provide as an alternative to the discrepancy model

Answers

The procedure for identifying students with a disability that the idea 2004 provides as an alternative to the discrepancy model is Child find

What is a Disability?

This refers to the physical condition that a person has when he does not have the function of a body part

Hence, we can see that The procedure for identifying students with a disability that the idea 2004 provides as an alternative to the discrepancy model is Child find

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consider the following structural levels chemical, tissue organ, celluar, organimsional, systemic. whih of the following choices Select the correct answer. after writing an official document, what strategy can you initially use to ensure that it makes sense? a. determine the purpose of the document. b. define your audience. c. delete all of the long words. d. read it aloud to yourself. what would be the final concentration if you added the two 2 l of distilled water to the 0.5 l of 12 m kcl? What is the area, in square meters, of the shape below? Express your answer as a fraction in simplest form. laura runs a 100 m race in 20.0 s. what is her time in kiloseconds ? how long is the race in kilometers find the next three terms of the sequence 15,23,38,61 Describe one way bias might be present in historical maps. Why is this bias a problem for accurate research? PLEASE ILL GIVE 100 POINTS AND BRAINLIEST! charles h. roth, jr. and larry l. kinney, "fundamentals of logic design," 7th edition, cengage learning, 2014, isbn: 9781133628477 Which of the following is a step in the Graduated Licensing program?A. Full privileges.B. Skilled.C. Graduated. According to Winstons description of the Two Minutes Hate, the party mainly wants citizens to associate Goldsteins face with what? Gabriela plans to save at least $5,600 to buy a car. She already has $2,500 saved and plans to save $500 each month.Which inequality represents how many months (m) it will take Gabriela to save at least $5,600?m < 6m > 6m 6m 6 tracking what a partner is doing through social media in an effort to control them is an example of relationship abuse? Select the best answer to the question.Percent Sold40%30%20%10%0%O Line GraphO Pie ChartTrucksWhat type of graph is this example?O Bar GraphO TableVehicle SalesCarsSUVSVehicle TypesMotorcycles George used the apparatus below to find out what substances are produced when methanol burns. As the methanol burned two different gases were produced. A) One of these gases condensed in the u-Tube to give a colourless liquid. Give the name of this liquid. B) The other gas turns the limewater cloudy. Give the name of this gas Which algebraic expression is equivalent to the expression below?4(4x + 5) + 4(11 - x)A. 20x + 64B. 12x + 24C. 12x - 64D. 12x + 64 Which numbers are a distance of 3 units from 12 on a number line?Select each correct answer. please help question is in the image! What is one promise made when becoming a citizen of the united states of america?. Solve the literal equation for x.13. x + 5y = 214. 2x + 5 = 12y + 9 Write a pin addressing one or more of the following questions: In the case "Brazil vs. the U.S. at the WTO," why did Brazils ambassador to the WTO make a deal with the U.S. trade negotiators? Has this approach been effective so far? Do you think this will be effective in the long run at getting the U.S. to drop its subsidies? In the case "The U.S.-China Wind power Dispute," do you think that GE, Gamesa, and other foreign firms did the right thing by not pushing the U.S. government to bring China to the WTO over its prohibited subsidies? What is a drawback to relying heavily on prohibited subsidies to sustain your business?Respond to at least one of your peers. This is your opportunity to discuss the information further with your classmates or to discuss whether you agree or disagree and state why or why not with a response of at least 65 words.Be professional and courteous in all communication with your peers. You are expected to follow the Netiquette Guidelines. Students who fail to follow these guidelines may receive a deduction in their overall discussion grade.