Renato Laffranchi Falcão, Jorás Custódio Campos de Oliveira, Pedro Henrique Britto Aragão Andrade, Ricardo Ribeiro Rodrigues, Fabrício Jailson Barth, J. F. B. Brancalion
The goal of this project is to advance research in maritime search and rescue missions using Reinforcement Learning techniques. The software provides researchers with two distinct environments: one simulates shipwrecked people drifting with maritime currents, creating a stochastic setting for training and evaluating autonomous agents; the other features a realistic particle simulation for mapping and optimizing search area coverage by autonomous agents. Both environments adhere to open-source standards and offer extensive customization options, allowing users to tailor them to specific research needs. These tools enable Reinforcement Learning agents to learn efficient policies for locating shipwrecked individuals or maximizing search area coverage, thereby enhancing the effectiveness of maritime rescue operations
{"title":"DSSE: An environment for simulation of reinforcement\u0000learning-empowered drone swarm maritime search and rescue\u0000missions","authors":"Renato Laffranchi Falcão, Jorás Custódio Campos de Oliveira, Pedro Henrique Britto Aragão Andrade, Ricardo Ribeiro Rodrigues, Fabrício Jailson Barth, J. F. B. Brancalion","doi":"10.21105/joss.06746","DOIUrl":"https://doi.org/10.21105/joss.06746","url":null,"abstract":"The goal of this project is to advance research in maritime search and rescue missions using Reinforcement Learning techniques. The software provides researchers with two distinct environments: one simulates shipwrecked people drifting with maritime currents, creating a stochastic setting for training and evaluating autonomous agents; the other features a realistic particle simulation for mapping and optimizing search area coverage by autonomous agents. Both environments adhere to open-source standards and offer extensive customization options, allowing users to tailor them to specific research needs. These tools enable Reinforcement Learning agents to learn efficient policies for locating shipwrecked individuals or maximizing search area coverage, thereby enhancing the effectiveness of maritime rescue operations","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"131 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141656442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
effects in experimental measurements and model simulations
实验测量和模型模拟的影响
{"title":"rgfrosh: A Python package for calculating shock\u0000conditions using real gas equations of state","authors":"Cory Kinney, Subith S. Vasu","doi":"10.21105/joss.06855","DOIUrl":"https://doi.org/10.21105/joss.06855","url":null,"abstract":"effects in experimental measurements and model simulations","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"65 11","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141655743","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"servir-aces: A Python Package for Training Machine\u0000Learning Models for Remote Sensing Applications","authors":"B. Bhandari, Timothy Mayer","doi":"10.21105/joss.06729","DOIUrl":"https://doi.org/10.21105/joss.06729","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"28 4","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141662462","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Daniel Turek, P. de Valpine, Christopher J. Paciorek
{"title":"nimbleHMC: An R package for Hamiltonian Monte Carlo\u0000sampling in nimble","authors":"Daniel Turek, P. de Valpine, Christopher J. Paciorek","doi":"10.21105/joss.06745","DOIUrl":"https://doi.org/10.21105/joss.06745","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"30 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141659460","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
David Ittah, Ali Asadi, Erick Ochoa Lopez, Sergei Mironov, Samuel Banning, Romain Moyard, Mai Jacob Peng, Josh Izaac
{"title":"Catalyst: a Python JIT compiler for auto-differentiable\u0000hybrid quantum programs","authors":"David Ittah, Ali Asadi, Erick Ochoa Lopez, Sergei Mironov, Samuel Banning, Romain Moyard, Mai Jacob Peng, Josh Izaac","doi":"10.21105/joss.06720","DOIUrl":"https://doi.org/10.21105/joss.06720","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"99 20","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141663950","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Manuel Wetzel, Eugenio Salvador Arellano Ruiz, Francesco Witte, J. Schmugge, Shima Sasanpour, Madhura Yeligeti, Fabia Miorelli, Jan Buschmann, Karl‐Kiên Cao, Niklas Wulff, Hedda Gardian, Alexander Rubbert, Benjamin Fuchs, Yvonne Scholz, H. Gils
CO2
二氧化碳
{"title":"REMix: A GAMS-based framework for optimizing energy\u0000system models","authors":"Manuel Wetzel, Eugenio Salvador Arellano Ruiz, Francesco Witte, J. Schmugge, Shima Sasanpour, Madhura Yeligeti, Fabia Miorelli, Jan Buschmann, Karl‐Kiên Cao, Niklas Wulff, Hedda Gardian, Alexander Rubbert, Benjamin Fuchs, Yvonne Scholz, H. Gils","doi":"10.21105/joss.06330","DOIUrl":"https://doi.org/10.21105/joss.06330","url":null,"abstract":"CO2","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"111 18","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141668140","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Juan Manuel Coria, Hervé Bredin, Sahar Ghannay, Sophie Rosset, Khaled Zaouk, Ingo Fruend, Bertrand Higy, Amit Kesari, Yagna Thakkar
{"title":"Diart: A Python Library for Real-Time Speaker\u0000Diarization","authors":"Juan Manuel Coria, Hervé Bredin, Sahar Ghannay, Sophie Rosset, Khaled Zaouk, Ingo Fruend, Bertrand Higy, Amit Kesari, Yagna Thakkar","doi":"10.21105/joss.05266","DOIUrl":"https://doi.org/10.21105/joss.05266","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":" 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141670935","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"findSVI: an R package to calculate the Social\u0000Vulnerability Index at multiple geographical levels","authors":"Heli Xu, Ran Li, U. Bilal","doi":"10.21105/joss.06525","DOIUrl":"https://doi.org/10.21105/joss.06525","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":" 15","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141674747","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"ATHENA: A Fortran package for neural networks","authors":"N. T. Taylor","doi":"10.21105/joss.06492","DOIUrl":"https://doi.org/10.21105/joss.06492","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":" 27","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141678250","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Yaroslav O. Halchenko, M. Goncalves, Satrajit S. Ghosh, Pablo Velasco, Matteo Visconti di Oleggio Castello, T. Salo, J. T. Ii, Michael Hanke, Patrick S. Sadil, Krzysztof J. Gorgolewski, Horea-Ioan Ioanas, Chris Rorden, Timothy J. Hendrickson, Michael Dayan, Sean Dae Houlihan, James D. Kent, Ted Strauss, John Lee, Isaac To, C. Markiewicz, Darren Lukas, Ellyn R. Butler, Todd Thompson, Maite Termenon, David V. Smith, Austin Macdonald, David N. Kennedy
{"title":"HeuDiConv — flexible DICOM conversion into structured\u0000directory layouts","authors":"Yaroslav O. Halchenko, M. Goncalves, Satrajit S. Ghosh, Pablo Velasco, Matteo Visconti di Oleggio Castello, T. Salo, J. T. Ii, Michael Hanke, Patrick S. Sadil, Krzysztof J. Gorgolewski, Horea-Ioan Ioanas, Chris Rorden, Timothy J. Hendrickson, Michael Dayan, Sean Dae Houlihan, James D. Kent, Ted Strauss, John Lee, Isaac To, C. Markiewicz, Darren Lukas, Ellyn R. Butler, Todd Thompson, Maite Termenon, David V. Smith, Austin Macdonald, David N. Kennedy","doi":"10.21105/joss.05839","DOIUrl":"https://doi.org/10.21105/joss.05839","url":null,"abstract":"","PeriodicalId":94101,"journal":{"name":"Journal of open source software","volume":"51 2","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141683225","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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