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Optimization of Powered Landing Control for Reusable Rockets Using Softmax DDGN Rafika Arum Sari; Muhammad Hadi Widanto; Imron Rosadi
Indonesian Journal of Aerospace Vol. 22 No. 2 (2024): Indonesian Journal Of Aerospace
Publisher : BRIN Publishing

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Abstract

This research presented a novel approach to optimize powered landing control on reusable rockets by using Softmax Double Deep Q-Networks (DDQN). We combined the advantages of Double DQN with Softmax exploration and curriculum learning to achieve precise and efficient landing control. Through extensive experiments in a specially developed 2D simulation environment, our method achieves improved landing accuracy by 37% (reduced final position error from 2.4 m to 1.5 m), better fuel efficiency by 28% (reduced average fuel consumption from 850 kg to 612 kg per landing), and improved adaptability to initial conditions (improved successful landing rate from 76% to 94% across a wide range of altitudes and initial orientations) compared to traditional PID control methods. The results showed that the curriculum learning method significantly outperformed the non-curriculum approach, achieving 27% higher average awards (11.97 vs. 8.61) and 60% better performance consistency as measured by standard deviation (0.92 vs. 2.29). Both Softmax and ε-greedy exploration strategies proved effective with curriculum learning, with ε-greedy DDQN achieving the highest average award of 11.97. This approach allows for higher precision rocket landings while reducing operational costs through.
Kritik Metodologis dan Substansial terhadap Perbandingan Hukum Kontrak Antara Hukum Islam dan Hukum Indonesia: Methodological and Substantial Criticism of the Comparison of Contract Law Between Islamic Law and Indonesian Law Imron Rosadi; Sofyan Al-Hakim
BUSTANUL FUQAHA: Jurnal Bidang Hukum Islam Vol. 6 No. 3 (2025): BUSTANUL FUQAHA: Jurnal Bidang Hukum Islam
Publisher : Pusat Penelitian dan Pengabdian Masyarakat (P3M), Sekolah Tinggi Ilmu Islam dan Bahasa Arab (STIBA) Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.36701/bustanul.v6i3.2309

Abstract

This study critically examines Atharyanshah Pueri's article on the comparison of Islamic contract law and Indonesian law, against the background of the importance of high methodological standards in the study of comparative law, especially in the context of Indonesian legal pluralism. The approach of this study uses normative legal techniques and critical analysis, with a comparative methodology evaluation framework based on contemporary comparative legal theory. Meta-analysis techniques were used to assess the methodological framework, quality of argumentation, and engagement with primary sources and relevant literature. The study found that Puneri's article has significant methodological weaknesses, such as the absence of a clear comparative framework, limitations in the use of primary sources, lack of contextualization, and superficial substance analysis of both Islamic contract law and Indonesian law. The article also fails to identify the comparative tertiums that are essential for comparative studies. These weaknesses demonstrate the urgency of developing a more rigorous comparative legal research methodology, including the application of functional theoretical frameworks, the integration of case studies, and contextual analysis that includes socio-economic dynamics. This constructive academic criticism is expected to spur the improvement of the quality of legal research in Indonesia with international academic standards.
PRINSIP KEMANDIRIAN EKONOMI PERSPEKTIF RASULULLAH Imron Rosadi; Lutfiyanto
Revenue : Jurnal Ekonomi Pembangunan dan Ekonomi Islam Vol 8 No 02 (2025): Revenue : Jurnal Ekonomi Pembangunan dan Ekonomi Islam
Publisher : Sekolah Tinggi Ilmu Ekonomi Bakti Bangsa

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.56998/8dpjww68

Abstract

Rasulullah is a leader of the ummah throughout the world, where he is a role model in worship, social interaction with others or in doing charity, because everything that originates from Rasulullah is sunnah in accordance with what was conveyed by hadith scholars, which means "everything that is attributed to the Prophet Muhammad SAW is sunnah, whether in the form of words, deeds, taqrir (rule of law), khuluqiyyah (personality) and khalqiyyah (physical) of him. Because something that comes from the Messenger of Allah is essentially from Allah, which in this case is emphasized which means "And he did not speak from his desires, but rather a revelation that was revealed." One of the things that is no less important to study is his principle of economic independence in living his life, so that we can take intifa' (benefits) from him, to use as a principle in living this life and which is no less important so that we always follow the sunnah in aspects of our life.
PENGARUH RETURN ON ASSET, LOAN TO DEPOSIT RATIO DAN NET INTEREST MARGIN TERHADAP EARNING PER SHARE SAHAM PT. BANK MANDIRI, TBK Imron Rosadi
Jurnal Manajemen FE-UB Vol. 7 No. 2 (2019)
Publisher : Fakultas Ekonomi Universitas Borobudur

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Abstract

This study aims to analyze how much influence the Return On Assets, Loan To DepositRatio and Net Interest Margin to Earning Per Share shares of PT.Bank Mandiri, Tbk 2005-2017both simultaneously and partially. The population of this research is financial report data ofPT.Bank Mandiri using quarter 2005-2017 data. The sample of this research use purposivesampling method. The sample in this research is 52 sample time series data. The type of data usedis secondary data derived from the official bank website ir.bankmandiri.co.id and also IDX.Technical analysis using multiple linear regression analysis.The result by using F test shows that the ratio of Return On Asset, Loan To Deposit Ratioand Net Interset Margin simultaneously have a positive and significant effect on Earning PerShare. The result by using t test indicates that the ratio of Return On Asset and Loan To DepositRatio partially have a positive and significant influence on Earning Per Share, while the ratio ofNet Interest Margin partially has no positive and significant effect on Earning Per Share. Thecoefficient of determination shown from the adjusted R-square value of 0.946503 or 94.65%. Thismeans that the variable Retun On Assets, Loan To Deposit Ratio and Net Interest Margin able toexplain the variable Earning Per Share, while the rest of 5.35% explained by other variables.
STRATEGI MOTIVASI KARYAWAN KARYAWAN PT.NUSANTARA REGAS Imron Rosadi; Nasruddin Nasruddin
Jurnal Manajemen FE-UB Vol. 8 No. 1 (2020): Jurnal Manajemen FE-UB
Publisher : Fakultas Ekonomi Universitas Borobudur

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Abstract

This study aims to determine the extent of the influence of the Work Environment and WorkDiscipline on Work Motivation and its implications for PT Nusantara Regas.The data used in this study are primary data collected from respondents' answers based onthe questionnaire given, namely as many as 65 people. The data processing method uses the pathanalysis method with the help of SPSS version 22.0. Statistical testing used individual parametersignificance test (t test) and simultaneous significance test (F test).The results showed that simultaneously the variables of Work Environment and WorkDiscipline on Work Motivation had a significant effect on employee performance. Partially itshows that analysis 1: work environment variables have a significant effect on employeeperformance, and analysis 2: work discipline variables have a significant effect on employeeperformance. Furthermore, in analysis 3: work motivation variables have a significant effect onemployee performance.Keywords: Work Environment, Work Discipline, Work Motivation and Employee Performance