• Title/Summary/Keyword: Progressive deepening

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Improvement of the Gonu game using progressive deepening in reinforcement learning (강화학습에서 점진적인 심화를 이용한 고누게임의 개선)

  • Shin, YongWoo
    • Journal of Korea Game Society
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    • v.20 no.6
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    • pp.23-30
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    • 2020
  • There are many cases in the game. So, Game have to learn a lot. This paper uses reinforcement learning to improve the learning speed. However, because reinforcement learning has many cases, it slows down early in learning. So, the speed of learning was improved by using the minimax algorithm. In order to compare the improved performance, a Gonu game was produced and tested. As for the experimental results, the win rate was high, but the result of a tie occurred. The game tree was further explored using progressive deepening to reduce tie cases and win rate has improved by about 75%.

A Reinforced Laboratory Work Program in the Mechanical Engineering Education - School of Mechanical Engineering in Pusan National University (기계공학 실험실습교육 강화 - 부산대 기계공학부)

  • Lee Shi-Bok;Hwang Sang-Moon
    • Journal of Engineering Education Research
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    • v.3 no.1
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    • pp.73-83
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    • 2000
  • Laboratory work is so much important in the engineering education. But laboratory work program at most domestic engineering education institutes is still poor and could not have been actively improved and reinforced due to the difficulty in preparing the necessary fund, facilities, professional personnel and so on. The school of mechanical engineering in Pusan National University, sponsored by the national special engineering education project, has poured intensive and strong efforts into improving and strengthening laboratory work program in the courses of education. In this paper, the brief content of the improved laboratory work program and the established system for putting through the program effectively are introduced around the topics such as the integrating laboratory work of mechanical/electronic/computer engineerings, systematic managing and progressive deepening of the laboratory level through the classification of the laboratory works, education system for putting through efficiently the program for a large mass of students and program for encouraging the creativity.

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National Pension Income Redistribution: The Case of Early Insureds by Net Benefit Measure (생애 순혜택으로 측정한 국민연금 초기 수급자들의 소득재분배)

  • Choi, Ki-Hong;Shin, Seung-Hee
    • The Korean Journal of Applied Statistics
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    • v.28 no.4
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    • pp.721-739
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    • 2015
  • The importance of the old age income security will increase for an aging society due to the deepening income polarization. The National Pension(NP) is a representative Social Security scheme in charge of old age income security as well as income redistribution for the insured. Studies by Kim (2002), Kim et al. (2003), and Hong (2013) have reported the possibility of unsatisfactory income redistribution of the NP. Recently Choi (2015) attributed those results to an unnoticed defect in the benefit formula. This study is a test for the unsatisfactory income redistribution of the current National Pension using early participants who have now become pensioners. The method aggregates cohorts and combines individual history data before the year 2013 and the results of the actuarial projection model of the 2013 after the year 2014. The results are divided by measures taken. The redistribution is obviously progressive by the income replacement rate; however, it is significantly regressive when measured by the net benefit theoretically as more plausible. Considering the effect of differing lifetime contribution year among income classes, the regressive redistribution will prevail more in the future pensioners.

Deficiencies of China's General Aviation Law and its Improvement (중국 일반항공법의 법적 흠결과 개선방향)

  • Zhang, Chrystal;Diao, Weimin
    • The Korean Journal of Air & Space Law and Policy
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    • v.28 no.2
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    • pp.145-181
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    • 2013
  • General aviation is an integral part of civil aviation and involves the widest range of aviation segments except commercial aviation. Featured with different operational procedures and practices to satisfy the economic needs and safety requirements of a sovereign state, general aviation tends to be regulated by an individual state. The last three decades have seen exponential growth of commercial air transport in China, but its general aviation sector has remained disproportionally underdeveloped. With the deepening of the reform of low-altitude airspace, the sector is poised for a radical change and rapid growth. However, legislation governing general aviation activities in China is distorted causing inconsistency and confusions in their application and implementation. This paper aims to analyse China's prevailing legislation regulating general aviation activities. It first discusses the various definitions adopted by ICAO and its member states and reviews the development of general aviation in the US, EU, Australia and China. It then examines the sources of China's general aviation laws, e.g. Chicago Convention and its annexes, and Chinese domestic legislature which covers legislation, laws, directives, rules and procedures. The paper continues to analyse and establish the deficiencies of its prevailing legal framework by pointing out the following: variation of definitions in different regulations, inconsistency of principles in existing laws and regulations, legal vacuum concerning government subsidy, environment protection, safety and security, and other operational areas such as aerial club, sightseeing, and search and rescue. In this process, the paper argues that a coherent, consistent and systematic legal framework is required in order to ensure fair competition and safety for a healthy, progressive and sustainable general aviation growth. Suggestions for rectification and improvement are proposed.

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