{"id":17617,"date":"2024-04-15T05:15:41","date_gmt":"2024-04-15T05:15:41","guid":{"rendered":"https:\/\/exam.pscnotes.com\/mcq\/?p=17617"},"modified":"2024-04-15T05:15:41","modified_gmt":"2024-04-15T05:15:41","slug":"when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i","status":"publish","type":"post","link":"https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/","title":{"rendered":"When the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent&#8217;s percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned"},"content":{"rendered":"<p>[amp_mcq option1=&#8221;Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states&#8221; option2=&#8221;Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent&#8217;s percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent&#8221; option3=&#8221;Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems&#8221; option4=&#8221;All of the mentioned&#8221; correct=&#8221;option4&#8243;]<!--more--><\/p>\n<p>The correct answer is D. All of the mentioned.<\/p>\n<p>In a partially observable environment, the agent cannot see the entire state of the environment at any given time. This can be due to a number of factors, such as limited sensors, occlusion, or uncertainty. As a result, the agent must rely on its sensors to gather information about the environment and use that information to make decisions about what actions to take.<\/p>\n<p>This can lead to a number of problems, including:<\/p>\n<ul>\n<li><strong>Sensorless problems:<\/strong> If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states. This can make it very difficult for the agent to plan effectively.<\/li>\n<li><strong>Contingency problems:<\/strong> If the environment is partially observable or if actions are uncertain, then the agent&#8217;s percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent. This can make it very difficult for the agent to predict the future state of the environment and make optimal decisions.<\/li>\n<li><strong>Exploration problems:<\/strong> When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems. This can be very difficult, as the agent must balance the need to explore the environment with the need to avoid taking actions that could lead to it being trapped in a bad state.<\/li>\n<\/ul>\n<p>These are just some of the problems that can occur in a partially observable environment. There are many other challenges that agents face in such environments, and research in this area is ongoing.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>[amp_mcq option1=&#8221;Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states&#8221; option2=&#8221;Contingency problems: If the environment is partially observable or if actions are uncertain, then the &#8230; <\/p>\n<p class=\"read-more-container\"><a title=\"When the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent&#8217;s percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned\" class=\"read-more button\" href=\"https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/#more-17617\">Detailed Solution<span class=\"screen-reader-text\">When the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent&#8217;s percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[676],"tags":[],"class_list":["post-17617","post","type-post","status-publish","format-standard","hentry","category-artificial-intelligence","no-featured-image-padding"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.2 (Yoast SEO v23.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>When the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent&#039;s percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"When the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent&#039;s percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned\" \/>\n<meta property=\"og:description\" content=\"[amp_mcq option1=&#8221;Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states&#8221; option2=&#8221;Contingency problems: If the environment is partially observable or if actions are uncertain, then the ... Detailed SolutionWhen the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent&#8217;s percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned\" \/>\n<meta property=\"og:url\" content=\"https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/\" \/>\n<meta property=\"og:site_name\" content=\"MCQ and Quiz for Exams\" \/>\n<meta property=\"article:published_time\" content=\"2024-04-15T05:15:41+00:00\" \/>\n<meta name=\"author\" content=\"rawan239\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"rawan239\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"When the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent's percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/","og_locale":"en_US","og_type":"article","og_title":"When the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent's percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned","og_description":"[amp_mcq option1=&#8221;Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states&#8221; option2=&#8221;Contingency problems: If the environment is partially observable or if actions are uncertain, then the ... Detailed SolutionWhen the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent&#8217;s percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned","og_url":"https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/","og_site_name":"MCQ and Quiz for Exams","article_published_time":"2024-04-15T05:15:41+00:00","author":"rawan239","twitter_card":"summary_large_image","twitter_misc":{"Written by":"rawan239","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/","url":"https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/","name":"When the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent's percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned","isPartOf":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/#website"},"datePublished":"2024-04-15T05:15:41+00:00","dateModified":"2024-04-15T05:15:41+00:00","author":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/5807dafeb27d2ec82344d6cbd6c3d209"},"breadcrumb":{"@id":"https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/exam.pscnotes.com\/mcq\/when-the-environment-of-an-agent-is-partially-observable-in-search-space-following-problem-problems-could-occur-a-sensorless-problems-if-the-agent-has-no-sensors-at-all-then-as-far-as-it-knows-i\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/exam.pscnotes.com\/mcq\/"},{"@type":"ListItem","position":2,"name":"mcq","item":"https:\/\/exam.pscnotes.com\/mcq\/category\/mcq\/"},{"@type":"ListItem","position":3,"name":"Artificial intelligence","item":"https:\/\/exam.pscnotes.com\/mcq\/category\/mcq\/artificial-intelligence\/"},{"@type":"ListItem","position":4,"name":"When the environment of an agent is partially observable in search space following problem\/problems could occur. A. Sensorless problems: If the agent has no sensors at all, then (as far as it knows) it could be in one of several possible initial states, and each action might therefore lead to one of several possible successor states B. Contingency problems: If the environment is partially observable or if actions are uncertain, then the agent&#8217;s percepts provide new information after each action. Each possible percept defines a contingency that must be planned for. A problem is called adversarial if the uncertainty is caused by the actions of another agent C. Exploration problems: When the states and actions of the environment are unknown, the agent must act to discover them. Exploration problems can be viewed as an extreme case of contingency problems D. All of the mentioned"}]},{"@type":"WebSite","@id":"https:\/\/exam.pscnotes.com\/mcq\/#website","url":"https:\/\/exam.pscnotes.com\/mcq\/","name":"MCQ and Quiz for Exams","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/exam.pscnotes.com\/mcq\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/5807dafeb27d2ec82344d6cbd6c3d209","name":"rawan239","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/exam.pscnotes.com\/mcq\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/761a7274f9cce048fa5b921221e7934820d74514df93ef195a9d22af0c1c9001?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/761a7274f9cce048fa5b921221e7934820d74514df93ef195a9d22af0c1c9001?s=96&d=mm&r=g","caption":"rawan239"},"sameAs":["https:\/\/exam.pscnotes.com"],"url":"https:\/\/exam.pscnotes.com\/mcq\/author\/rawan239\/"}]}},"amp_enabled":true,"_links":{"self":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts\/17617","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/comments?post=17617"}],"version-history":[{"count":0,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/posts\/17617\/revisions"}],"wp:attachment":[{"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/media?parent=17617"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/categories?post=17617"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/exam.pscnotes.com\/mcq\/wp-json\/wp\/v2\/tags?post=17617"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}