Artificial intelligence

 

knowledge, reasoning, and planning are useful procedures in AI and may be specialized for different kinds of use cases. These areas are especially of interest in the development of intelligent agents, game theory and autonomous robots.This assignment also gives students a taste of the complexity of human behavior and encourages them to study real life examples and engage in self-reflection, both common practices by researchers developing new AI techniques.

Select a problem using knowledge, reasoning, and/or planning that may arise in the real world. Examples include expert system, automatic theorem proving, knowledge and reasoning applications, etc).Alternatively, you may select a development in AI where these are utilized.______ out of 10 points
Describe the knowledge, reasoning, and/or planning problem used (based on methods discussed in class, including logical agents, first-order logic, classical planning, scheduling, knowledge representation, etc)______ out of 10 points
Design and describe the algorithm and approach of your implementation. You may create visual representations and include a description.You may also implement your own code or pseudocode if you feel that may help demonstrate your understanding______ out of 20 points
Please include references for your sources.
Explain why you selected your chosen method(s). ______ out of 20 points
Explain how your chosen method would help solve your chosen problem.
Think about the how the problem/application is formulated, model representations used, logics, languages for representing problems, algorithms, etc.Your project could also comprise of integration of various AI approaches (probabilistic logic, planning, reasoning, etc).
Describe the strengths and limitations.______ out of 10 points
Describe what may have been some alternative methods.______ out of 10 points
Describe what methods may not have been appropriate ______ out of 10 points
Describe what you learned from this assignment, what could be improved, and what could be some future extensions of your work ______ out of 10 points

 

 

Sample Solution

amounts. This promoted them to rethink their ten-year treaty with their then-ally Soviet Russia.

Events Immediately Before the War

Despite the early political clout this pact had, it did not stand the test of time. As the war waged on, so did Adolf Hitler’s lust for dominion. Hitler had to necesítate his need for resources with oil from the Russian Caucasus region. On June 22, 1941 Operation Barbarossa was underway and the German-Soviet Nonaggression Pact was quickly forgotten. “Having torn up yet another ‘scrap of paper’ and shown once again how worthless his word, Hitler has plunged Nazi Germany into another adventure—The colossal and incalculable adventure of an assault on Soviet Russia.” headlines the Western Daily Press. Quickly, Nazi Germany, alongside Romania, Italy, Hungary, and Croatia, began their offensive against the Soviet Union. In its opening weeks, the nearly three million German forces contained within 150 divisions lined up and delved deeply into Soviet territory. Victories at key areas like Smolensk and Minsk heightened Nazi morale and weakened the Soviets. Despite the victories, the Germans suffered important losses at Moscow in the winter of ‘41-‘42. As summer rolled back around for the Germans during Operation Barbarossa, Hitler set his sights upon the industrial capital and namesake of Joseph Stalin: Stalingrad.

As the German Operation Barbarossa continued throughout the Russian Steppes and Caucuses, the themes of triumph and tragedy were ever-more-present. The quiet, yet influential triumph of the Soviet Army at Moscow was an echo of what was to come on the Volga River at Stalingrad. However, not only was the victory echoed, the loss of life was as well. By this point in the war, 600,000 Soviet Soldiers were alrea

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