• Title/Summary/Keyword: ML-Agents

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Antifungal Activity of 5 Antifungal Agents and Granitic Powder on Microsporum canis (Microsporum canis에 대한 5가지 항진균제와 맥반석 가루의 항진균 효과)

  • Kang Tae-hyung;Lee Jeong-chi;Won Young-ho;Oh Seok-il;Lee Chung-gil;Lee Chai-yong
    • Journal of Veterinary Clinics
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    • v.22 no.4
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    • pp.371-376
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    • 2005
  • The aim of this study was to determine tile inhibitory effect of granitic powder against Microsporum canis. Fourteen strains of M. canis isolated from dgs and cats with fungal dermatitis and two strains isolated from humans were used in this study. The in vitro antifungal activities of granitic powder and 5 commercialized antifungal agents (terbinafine, itraconazole, ketoconazole, griseofulvin and fluconazole) were compared. The antifungal effect was measured by the broth microdilution method and was expressed as the minimal inhibitory concentration (MIC). The MIC value of the granitic powder was ranged from 31.3 to 250mg/ml. Terbinafine showed the lowest MIC value among the 5 commercial antifungal agents $(0.0078-0.125{\mu}g/ml)$, while fluconazole showed the highest MIC values $(125-1,000{\mu}g/ml)$. The MIC range of itraconazole, griseofuvin and ketoconazole were $0.125-0.5{\mu}g/ml\;0.625-5{\mu}g/ml$ and $10-40{\mu}g/ml$ respectively. The Geometric mean(GM) MIC values of terbinafine and ketoconazole against M. canis isolated from human were $0.0078{\mu}g/ml\;and\;10{\mu}g/ml$, respectively, while the GM MIC values of these agents against M. canis isolated from animals were $0.063{\mu}g/ml\;and\;31.4{\mu}g/ml$, respectively. Other antifungal agents did not show any significant differences in antifungal activity against M. canis of animal or human origin. Although granitic powder was shown to have antifungal activity, it was much lower than that of the 5 commercialized antifungal agents.

Studies on the Yeast-Like Fungi Associated with Bovine Mastitis 2. Sensitivity of Yeast-Like Fungi to Antifungal Agents (유우유방염(乳牛乳房炎)에 관여(關與)하는 효모양진균(酵母樣眞菌)에 관한 연구(硏究) 2. 효모양진균(酵母樣眞菌)의 항진균성물질(抗眞菌性物質)에 대한 감수성(感受性))

  • Yeo, Sang-Geon;Choi, Won-Pil
    • Korean Journal of Veterinary Research
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    • v.22 no.2
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    • pp.139-147
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    • 1982
  • A total of 133 isolates of yeast-like fungi was tested for sensitivity to seven different antifungal agents. The yeast-like fungi tested were isolated from the milk from normal or mastitic bovine quaters or from bovine feces. They were 5 Candida albicans (C. albicans) isolates, 63 C. krusei, 27 C. tropicalis, 5 C. parapsilosis, 10 Torulopsis glabrata, 6 Rhodotorula sp., 6 Hansenula sp. and 1 Pichia sp. isolate. The antifungal agents tested were nystatin, griseofulvin, cycloheximide, 5-fluorocytosine, miconazol, clotrimazole and tolnaftate. In general, clotrimazole, miconazol and 5-fluorocytosine were more effective in antifungal activity in vitro against the test organisms than the rest of the agents tested. However, some of the isolates showed higher resistance to certain antifungal agents compared to the other isolates of the some species. They were: 1 C. albicans isolate to 5-fluorocytosine; 1 C. albicans to 5-fluorocytosine, miconazol and clotrimazole; 1 C. krusei to 5-fluorocytosine and cycloheximide; and 11 C. tropicalis isolates to cycloheximide. The minimum inhibitory concentrations(MIC) of clotrimazole were $12.5{\mu}g/ml$ or lower for all isolates tested except one C. albicans isolate, for which MIC of the drug was $100{\mu}g/ml$. On the other hand, the MIC's of cycloheximide were $6.5{\mu}g/ml$ or lower for all isolates except the following; all isolates of C. albicans ($100{\mu}g/ml$), C. pseudotropicalis ($200{\mu}g/ml$) and Rhodotorula sp. ($25-50{\mu}g/ml$), 11 C. tropicalis isolates ($100{\mu}g/ml$) and 1 C. krusei isolate ($200{\mu}g/ml$).

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External vs. Internal: An Essay on Machine Learning Agents for Autonomous Database Management Systems

  • Fatima Khalil Aljwari
    • International Journal of Computer Science & Network Security
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    • v.23 no.10
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    • pp.164-168
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    • 2023
  • There are many possible ways to configure database management systems (DBMSs) have challenging to manage and set.The problem increased in large-scale deployments with thousands or millions of individual DBMS that each have their setting requirements. Recent research has explored using machine learning-based (ML) agents to overcome this problem's automated tuning of DBMSs. These agents extract performance metrics and behavioral information from the DBMS and then train models with this data to select tuning actions that they predict will have the most benefit. This paper discusses two engineering approaches for integrating ML agents in a DBMS. The first is to build an external tuning controller that treats the DBMS as a black box. The second is to incorporate the ML agents natively in the DBMS's architecture.

Sensitivity of Staphylococcus aureus Isolated From Bovine Udders to Various Chemotherapeutic Agents (유우유방원(乳牛乳房源) Staphylococcus aureus 의 각종 화학요법제(化學療法劑)에 대한 감수성시험(感受性試驗))

  • Han, H.R.;Chung, G.T.
    • Korean Journal of Veterinary Research
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    • v.12 no.1
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    • pp.85-89
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    • 1972
  • The minimum inhibitory concentration (MIC) of five chemotherapeutic agents (penicillin, streptomycin, tetracycline, oxytetracycline and furazolidone) was measured for 126 strains of Staphylococcus aureus isolated from the udder of dairy cattle. The results obtained were as follows: 1. The MIC of penicillin, streptomycin, tetracycline, oxytetracycline and furazolidone ranged from 0.03 to 32 ug/ml, 0.06 to 128 ug/ml, 0.06 to 128 ug/ml, 1.0 to 512 ug/ml, and 0.06 to 32 ug/ml, respectively. The most frequent MIC of the above drugs were; penicillin 0.5ug/ml, streptomycin 1.0ug/ml, tetracycline 0.5ug/ml, oxytetracycline 4.0ug/ml, and furazolidone 2.0ug/ml. 2. The number of strains resistant to penicillin. streptomycin, tetracycline and oxytetracycline were 89(70.6), 9(7.1%), 10(7.9%), and 26(20.6%), respectively. Twenty-eight (29.2%) strains showed multiple resistance to more than two antibiotics tested.

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Antifungal Susceptibility Testing for the Dermatophytes Isolated from Dogs and Cats (개와 고양이에서 분리한 피부사상균에 대한 항진균제의 감수성시험)

  • Shin, Jae-Eun;Sung, Choong-Hyun;Kim, Doo
    • Journal of Veterinary Clinics
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    • v.18 no.1
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    • pp.1-6
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    • 2001
  • The aim of this study was to determine optimal therapeutic dose of antifungal agents for dermatophytes. Forty nine dermatophytes were isolated form dogs and cats showing skin lesions and were tested for their in vitro susceptibility to nystatin, griseofulvin, terbinafine, ketoconazole and fluconazole by broth microdilution test. Terbinafine showed the lowest MIC value among the antifungal agents tested, and MIC values ranged from 0.002 to 0.016 $\mu\textrm{g}$/ml. Fluconazole showed the highest MIC values among the antifungal agents tested, and MIC values ranged from 32 to 512 $\mu\textrm{g}$/ml. MIC values of nystatin, griseofulvin and ketoconazole ranged from 1.12 to 4.48 $\mu\textrm{g}$/ml, 0.5 to 4.0 $\mu\textrm{g}$/ml, and 1.6 to 12.8 $\mu\textrm{g}$/ml, resistant to griseofulvin, and that antifungal susceptibility test was needed to determine optimal therapeutic dose of antifungal agents for each dermatophyte.

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Implementation of Intelligent Agent Based on Reinforcement Learning Using Unity ML-Agents (유니티 ML-Agents를 이용한 강화 학습 기반의 지능형 에이전트 구현)

  • Young-Ho Lee
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.24 no.2
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    • pp.205-211
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    • 2024
  • The purpose of this study is to implement an agent that intelligently performs tracking and movement through reinforcement learning using the Unity and ML-Agents. In this study, we conducted an experiment to compare the learning performance between training one agent in a single learning simulation environment and parallel training of several agents simultaneously in a multi-learning simulation environment. From the experimental results, we could be confirmed that the parallel training method is about 4.9 times faster than the single training method in terms of learning speed, and more stable and effective learning occurs in terms of learning stability.

Sensitivity of Bordetella bronchise ptica Isolated from Pigs Affected by Infectious Atrophic Rhinitis to Chemotherapeutic Agents (전염성위축성비염돈(傳染性萎縮性鼻炎豚)으로부터 분리(分離)한 Bordetella bronchiseptica의 화학요법제(化學療法劑)에 대(對)한 감수성시험(感受性試驗))

  • Kang, Byong Kyu
    • Korean Journal of Veterinary Research
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    • v.20 no.2
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    • pp.159-165
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    • 1980
  • A total of 98 strains of Bordetella bronckiseptica isolated from pigs affected the infectious atrophic rhinitis(AR) during 1978 were surveyed for drug sensitivity to 26 chemotherapeutic agents, and minimum inhibitory concentration(MIC), incidence rate of resistant strain and resistant patern from the strains which were obtained from the different pig farm in Jeonnam province were examined. The results obtained are summarized as follows. 1. Most of the strains tested were resistant to Ampicillin (AB, PC), spiramycin(SPO, sulfa drugs (SD) (MIC:$400.0{{\mu}g/ml}$) and streptomycin(SM) (MIC:$200.0{{\mu}g/ml}$). Of the 75.0% of strains were also resistant to penicillin(PC) (MIC:$200.0{{\mu}g/ml}$) and of the 14.3 of strains were inhibited to grow to tetracycline(TC), chlortetracycline(CTC), oxytetracyc-line(OTC), erythromycin(EM), tylosin(TS), leucomycin (LM) and chloramphenicol (CP) (MIC:$6.25{{\mu}g/ml}$). On the other hand, most of the strains tested were inhibited to grow to kanamycin(KM), gentamycin(GM) neomycin(NM) (MIC:$25.0{{\mu}g/ml}$) and to colistin(CL) (MIC:$12.5{{\mu}g/ml}$). 2. Incidence rate of resistant strains to main chemotherapeutic agents was 100.0% of sulfa drugs, 96.4% of streptomycin, 85.7% of penicillin, tetracycline, chloramphenicol and erythromycin, 46.4% of gentamycin, 17.9% of colistin and 0.0% of kanamycin and nalidixic acid.

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Effect of Culture Medium on Results of Maerobroth Dilution Antifungal Susceptibility Testing of Candida albicans (Candida albicans의 시험관 희석법에 의한 항균력 검사시 배지가 항균력에 미치는 영향)

  • Koh, Choon-Myung;Kim, Soo-Ki
    • The Journal of the Korean Society for Microbiology
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    • v.22 no.3
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    • pp.301-307
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    • 1987
  • A total of 42 strains of Candida albicans were examined for susceptibility to three antifungal agents, amphotericin B(AMB), 5-fluorocytosine(5-FC), and ketoconazole(KTZ), using defined medium, synthetic amino acid medium-fungal(SAAM-F), supplemented yeast nitrogen base(SYNB) and undefined medium Sabouraud's dextrose broth(SDB) and Kimmig broth media. A tube dilution method was used with minimum inhibitory concentrations(MICs) determined after incubation for 24 hour and 48 hours. All testes were performed in duplicate. In general, MICs were more reproducible after 48 hour of incubation. Forthermore, MICs determined after incubation for 48 hours were significantly higher than those determined after 24 hours. The actural MICs obtained with the different antifungal agents were clearly influenced by the test medium used. The rank order of AMB MICs according to the test medium was as follows: SAAM-F>SYNB>SDB>Kimmig broth. With 5-FC, the following pattern was observed: SYNB>SAAM-F>SDB>Kimmig borth. For ketoconazole, the MICs according to the test medium was SAAM-F>SDB>SYNB> Kimmig broth. In amphotericin B, the MICs mean value with the test medium was as follows: SDB, 0.24 mcg/ml; Kimmig broth, 0.29 mcg/ml; SYNB, 0.21 mcg/ml and SAAM-F, 0.15mcg/ml. The actural value of 5-FC was; SDB, 37.20 mcg/ml; Kimmig broth, 67.41mcg/ml; SYNB, 21.29 mcg/ml and SAAM-F, 24.61 mcg/ml and in ketoconazole, the MICs value was; SDB, 1.83 mcg/ml; Kimmig broth, 4.08 mcg/ml; SYNB, 1.95 mcg/ml and SAAM-F, 1.41 mcg/ml. The results of this investigation suggested that broth dilution susceptibility testing of yeast and yeast-like fungi are best performed with an incubation period of 48 hours. Furthermore, medium composition can significantly influence the results of such testing.

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Antimicrobial Susceptiblity of Brucella canis Isolated from Korea (국내 분리 Brucella canis의 항균제 감수성)

  • 김종완;이영주;탁연빈
    • Journal of Veterinary Clinics
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    • v.20 no.1
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    • pp.86-90
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    • 2003
  • Little is known to data about the in vitro activity of antimicrobial agents aganist Brucella cams (B cams) isolated from Korea. Our study aimed at determining the in vitro activities of 15 antimicrobial agents against 3 isolates and 52 isolates of B cams from dogs in 1994 and 2002, respectively. In minimal inhibitory concentration (MIC) study, minocycline and doxycycline showed the lowest MICs ( < 0.06-0.5 ug/ml). Gentamicin, streptomycin, ciprofloxacin, norfloxacin and rifampin showed MICs in the range of less than 1 ug/ml. Lincomycin and sulfisox azole showed the highest MICs ( > 32 ug/ml). Interestingly, MICs of macrolides (erythromycin, spiramycin, tylosin) against 52 isolates in 2002 were 16-64 times higher than that of 3 isolates in 1994. In minimal bactericidal concentration (MBC) study, gentamicin, streptomycin, ciprofloxacin and norfloxacin showed the lowest MBCs [0.12-1 ug/ml (1-2 times higher than MIC)], but minocycline and doxycycline showed the highest MBCs [8-32 ug/ml (128 times higher than MIC)]. Rifampin showed the MBCs in the range from 2 to 4 ug/ml (2-4 times higher than MIC).

Implementation of Target Object Tracking Method using Unity ML-Agent Toolkit (Unity ML-Agents Toolkit을 활용한 대상 객체 추적 머신러닝 구현)

  • Han, Seok Ho;Lee, Yong-Hwan
    • Journal of the Semiconductor & Display Technology
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    • v.21 no.3
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    • pp.110-113
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    • 2022
  • Non-playable game character plays an important role in improving the concentration of the game and the interest of the user, and recently implementation of NPC with reinforcement learning has been in the spotlight. In this paper, we estimate an AI target tracking method via reinforcement learning, and implement an AI-based tracking agency of specific target object with avoiding traps through Unity ML-Agents Toolkit. The implementation is built in Unity game engine, and simulations are conducted through a number of experiments. The experimental results show that outstanding performance of the tracking target with avoiding traps is shown with good enough results.