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(n.d.). How the Display of the Transaction Count Affects the Purchase Intention. <i>Proceedings of the 28th Americas Conference on Information Systems (AMCIS)</i>. 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA.","short":"M. Poniatowski, in: Proceedings of the 28th Americas Conference on Information Systems (AMCIS), n.d.","mla":"Poniatowski, Martin. “How the Display of the Transaction Count Affects the Purchase Intention.” <i>Proceedings of the 28th Americas Conference on Information Systems (AMCIS)</i>.","bibtex":"@inproceedings{Poniatowski, title={How the Display of the Transaction Count Affects the Purchase Intention}, booktitle={Proceedings of the 28th Americas Conference on Information Systems (AMCIS)}, author={Poniatowski, Martin} }","chicago":"Poniatowski, Martin. “How the Display of the Transaction Count Affects the Purchase Intention.” In <i>Proceedings of the 28th Americas Conference on Information Systems (AMCIS)</i>, n.d.","ieee":"M. Poniatowski, “How the Display of the Transaction Count Affects the Purchase Intention,” presented at the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA.","ama":"Poniatowski M. How the Display of the Transaction Count Affects the Purchase Intention. In: <i>Proceedings of the 28th Americas Conference on Information Systems (AMCIS)</i>."},"year":"2022","author":[{"last_name":"Poniatowski","full_name":"Poniatowski, Martin","id":"32441","first_name":"Martin"}],"date_created":"2022-05-04T14:02:31Z","date_updated":"2022-11-17T14:20:07Z","conference":{"name":"28th Americas Conference on Information Systems (AMCIS)","location":"Minneapolis, USA"},"title":"How the Display of the Transaction Count Affects the Purchase Intention"},{"author":[{"first_name":"Christian","last_name":"Vorbohle","id":"29951","full_name":"Vorbohle, Christian"},{"first_name":"Dennis","last_name":"Kundisch","full_name":"Kundisch, Dennis","id":"21117"}],"date_created":"2022-04-22T11:36:50Z","date_updated":"2022-11-17T14:21:40Z","conference":{"name":"Proceedings of the 30th European Conference on Information Systems (ECIS)","location":"Timișoara, Romania"},"title":"Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems","citation":{"ama":"Vorbohle C, Kundisch D. Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems. In: <i>Proceedings of the 30th European Conference on Information Systems (ECIS)</i>. ; 2022.","chicago":"Vorbohle, Christian, and Dennis Kundisch. “Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems.” In <i>Proceedings of the 30th European Conference on Information Systems (ECIS)</i>, 2022.","ieee":"C. Vorbohle and D. Kundisch, “Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems,” presented at the Proceedings of the 30th European Conference on Information Systems (ECIS), Timișoara, Romania, 2022.","short":"C. Vorbohle, D. Kundisch, in: Proceedings of the 30th European Conference on Information Systems (ECIS), 2022.","bibtex":"@inproceedings{Vorbohle_Kundisch_2022, title={Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems}, booktitle={Proceedings of the 30th European Conference on Information Systems (ECIS)}, author={Vorbohle, Christian and Kundisch, Dennis}, year={2022} }","mla":"Vorbohle, Christian, and Dennis Kundisch. “Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems.” <i>Proceedings of the 30th European Conference on Information Systems (ECIS)</i>, 2022.","apa":"Vorbohle, C., &#38; Kundisch, D. (2022). Overcoming Silos: A Review of Business Model Modeling Languages for Business Ecosystems. <i>Proceedings of the 30th European Conference on Information Systems (ECIS)</i>. Proceedings of the 30th European Conference on Information Systems (ECIS), Timișoara, Romania."},"year":"2022","user_id":"477","department":[{"_id":"276"}],"project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"name":"SFB 901 - C5: SFB 901 - Subproject C5","_id":"17"}],"_id":"30939","language":[{"iso":"eng"}],"type":"conference","publication":"Proceedings of the 30th European Conference on Information Systems (ECIS)","status":"public"},{"_id":"30734","project":[{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - A: SFB 901 - Project Area A","_id":"2"},{"name":"SFB 901 - A4: SFB 901 - Subproject A4","_id":"8"}],"department":[{"_id":"276"}],"user_id":"477","language":[{"iso":"eng"}],"type":"conference_abstract","status":"public","date_updated":"2022-11-17T14:21:50Z","date_created":"2022-04-01T11:58:15Z","author":[{"id":"61896","full_name":"Althaus, Maike","last_name":"Althaus","first_name":"Maike"},{"first_name":"Martin","last_name":"Poniatowski","id":"32441","full_name":"Poniatowski, Martin"},{"last_name":"Kundisch","id":"21117","full_name":"Kundisch, Dennis","first_name":"Dennis"}],"title":"Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic","conference":{"location":"Madrid, Spain","name":"Symposium on Statistical Challenges in Electronic Commerce Research (SCECR)"},"year":"2022","citation":{"chicago":"Althaus, Maike, Martin Poniatowski, and Dennis Kundisch. “Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic,” 2022.","ieee":"M. Althaus, M. Poniatowski, and D. Kundisch, “Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic,” presented at the Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), Madrid, Spain, 2022.","ama":"Althaus M, Poniatowski M, Kundisch D. Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic. In: ; 2022.","bibtex":"@inproceedings{Althaus_Poniatowski_Kundisch_2022, title={Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic}, author={Althaus, Maike and Poniatowski, Martin and Kundisch, Dennis}, year={2022} }","mla":"Althaus, Maike, et al. <i>Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic</i>. 2022.","short":"M. Althaus, M. Poniatowski, D. Kundisch, in: 2022.","apa":"Althaus, M., Poniatowski, M., &#38; Kundisch, D. (2022). <i>Tackling Crises Together? - An Econometric Analysis of Charitable Crowdfunding During the COVID-19 Pandemic</i>. Symposium on Statistical Challenges in Electronic Commerce Research (SCECR), Madrid, Spain."}},{"title":"Key Properties of Sustainable Business Ecosystem Relationships","conference":{"name":"Symplatform (Third Edition)"},"date_updated":"2022-11-17T14:23:02Z","date_created":"2022-03-08T09:55:06Z","author":[{"last_name":"Vorbohle","full_name":"Vorbohle, Christian","id":"29951","first_name":"Christian"},{"last_name":"Kundisch","full_name":"Kundisch, Dennis","id":"21117","first_name":"Dennis"}],"year":"2022","citation":{"apa":"Vorbohle, C., &#38; Kundisch, D. (2022). <i>Key Properties of Sustainable Business Ecosystem Relationships</i>. Symplatform (Third Edition).","short":"C. Vorbohle, D. Kundisch, in: 2022.","bibtex":"@inproceedings{Vorbohle_Kundisch_2022, title={Key Properties of Sustainable Business Ecosystem Relationships}, author={Vorbohle, Christian and Kundisch, Dennis}, year={2022} }","mla":"Vorbohle, Christian, and Dennis Kundisch. <i>Key Properties of Sustainable Business Ecosystem Relationships</i>. 2022.","ieee":"C. Vorbohle and D. Kundisch, “Key Properties of Sustainable Business Ecosystem Relationships,” presented at the Symplatform (Third Edition), 2022.","chicago":"Vorbohle, Christian, and Dennis Kundisch. “Key Properties of Sustainable Business Ecosystem Relationships,” 2022.","ama":"Vorbohle C, Kundisch D. Key Properties of Sustainable Business Ecosystem Relationships. In: ; 2022."},"language":[{"iso":"eng"}],"project":[{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"},{"_id":"17","name":"SFB 901 - C5: SFB 901 - Subproject C5"}],"_id":"30212","user_id":"477","department":[{"_id":"276"}],"status":"public","type":"conference_abstract"},{"user_id":"477","department":[{"_id":"75"}],"project":[{"_id":"16","name":"SFB 901 - C4: SFB 901 - Subproject C4"},{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"}],"_id":"32811","language":[{"iso":"eng"}],"ddc":["000"],"type":"conference","publication":"Proceedings of the 58th Allerton Conference on Communication, Control, and Computing","status":"public","abstract":[{"lang":"eng","text":"The decentralized nature of multi-agent systems requires continuous data exchange to achieve global objectives. In such scenarios, Age of Information (AoI) has become an important metric of the freshness of exchanged data due to the error-proneness and delays of communication systems. Communication systems usually possess dependencies: the process describing the success or failure of communication is highly correlated when these attempts are ``close'' in some domain (e.g. in time, frequency, space or code as in wireless communication) and is, in general, non-stationary. To study AoI in such scenarios, we consider an abstract event-based AoI process $\\Delta(n)$, expressing time since the last update: If, at time $n$, a monitoring node receives a status update from a source node (event $A(n-1)$ occurs), then $\\Delta(n)$ is reset to one; otherwise, $\\Delta(n)$ grows linearly in time. This AoI process can thus be viewed as a special random walk with resets. The event process $A(n)$ may be nonstationary and we merely assume that its temporal dependencies decay sufficiently, described by $\\alpha$-mixing. We calculate moment bounds for the resulting AoI process as a function of the mixing rate of $A(n)$. Furthermore, we prove that the AoI process $\\Delta(n)$ is itself $\\alpha$-mixing from which we conclude a strong law of large numbers for $\\Delta(n)$. These results are new, since AoI processes have not been studied so far in this general strongly mixing setting. This opens up future work on renewal processes with non-independent interarrival times."}],"author":[{"full_name":"Redder, Adrian","id":"52265","orcid":"https://orcid.org/0000-0001-7391-4688","last_name":"Redder","first_name":"Adrian"},{"id":"66937","full_name":"Ramaswamy, Arunselvan","orcid":"https://orcid.org/ 0000-0001-7547-8111","last_name":"Ramaswamy","first_name":"Arunselvan"},{"last_name":"Karl","id":"126","full_name":"Karl, Holger","first_name":"Holger"}],"date_created":"2022-08-15T09:59:17Z","date_updated":"2022-11-18T09:31:19Z","conference":{"name":"58th Allerton Conference on Communication, Control, and Computing"},"title":"Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law","has_accepted_license":"1","citation":{"ama":"Redder A, Ramaswamy A, Karl H. Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. In: <i>Proceedings of the 58th Allerton Conference on Communication, Control, and Computing</i>. ; 2022.","chicago":"Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law.” In <i>Proceedings of the 58th Allerton Conference on Communication, Control, and Computing</i>, 2022.","ieee":"A. Redder, A. Ramaswamy, and H. Karl, “Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law,” presented at the 58th Allerton Conference on Communication, Control, and Computing, 2022.","short":"A. Redder, A. Ramaswamy, H. Karl, in: Proceedings of the 58th Allerton Conference on Communication, Control, and Computing, 2022.","bibtex":"@inproceedings{Redder_Ramaswamy_Karl_2022, title={Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law}, booktitle={Proceedings of the 58th Allerton Conference on Communication, Control, and Computing}, author={Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022} }","mla":"Redder, Adrian, et al. “Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law.” <i>Proceedings of the 58th Allerton Conference on Communication, Control, and Computing</i>, 2022.","apa":"Redder, A., Ramaswamy, A., &#38; Karl, H. (2022). Age of Information Process under Strongly Mixing Communication -- Moment Bound, Mixing Rate and Strong Law. <i>Proceedings of the 58th Allerton Conference on Communication, Control, and Computing</i>. 58th Allerton Conference on Communication, Control, and Computing."},"year":"2022"},{"doi":"10.5220/0010845400003116","title":"Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication","date_created":"2022-04-06T07:18:36Z","author":[{"first_name":"Adrian","orcid":"https://orcid.org/0000-0001-7391-4688","last_name":"Redder","full_name":"Redder, Adrian","id":"52265"},{"id":"66937","full_name":"Ramaswamy, Arunselvan","last_name":"Ramaswamy","orcid":"https://orcid.org/ 0000-0001-7547-8111","first_name":"Arunselvan"},{"last_name":"Karl","id":"126","full_name":"Karl, Holger","first_name":"Holger"}],"publisher":"SCITEPRESS - Science and Technology Publications","date_updated":"2022-11-18T09:32:14Z","citation":{"bibtex":"@inproceedings{Redder_Ramaswamy_Karl_2022, title={Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication}, DOI={<a href=\"https://doi.org/10.5220/0010845400003116\">10.5220/0010845400003116</a>}, booktitle={Proceedings of the 14th International Conference on Agents and Artificial Intelligence}, publisher={SCITEPRESS - Science and Technology Publications}, author={Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022} }","short":"A. Redder, A. Ramaswamy, H. Karl, in: Proceedings of the 14th International Conference on Agents and Artificial Intelligence, SCITEPRESS - Science and Technology Publications, 2022.","mla":"Redder, Adrian, et al. “Multi-Agent Policy Gradient Algorithms for Cyber-Physical Systems with Lossy Communication.” <i>Proceedings of the 14th International Conference on Agents and Artificial Intelligence</i>, SCITEPRESS - Science and Technology Publications, 2022, doi:<a href=\"https://doi.org/10.5220/0010845400003116\">10.5220/0010845400003116</a>.","apa":"Redder, A., Ramaswamy, A., &#38; Karl, H. (2022). Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. <i>Proceedings of the 14th International Conference on Agents and Artificial Intelligence</i>. <a href=\"https://doi.org/10.5220/0010845400003116\">https://doi.org/10.5220/0010845400003116</a>","ama":"Redder A, Ramaswamy A, Karl H. Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication. In: <i>Proceedings of the 14th International Conference on Agents and Artificial Intelligence</i>. SCITEPRESS - Science and Technology Publications; 2022. doi:<a href=\"https://doi.org/10.5220/0010845400003116\">10.5220/0010845400003116</a>","chicago":"Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Multi-Agent Policy Gradient Algorithms for Cyber-Physical Systems with Lossy Communication.” In <i>Proceedings of the 14th International Conference on Agents and Artificial Intelligence</i>. SCITEPRESS - Science and Technology Publications, 2022. <a href=\"https://doi.org/10.5220/0010845400003116\">https://doi.org/10.5220/0010845400003116</a>.","ieee":"A. Redder, A. Ramaswamy, and H. Karl, “Multi-agent Policy Gradient Algorithms for Cyber-physical Systems with Lossy Communication,” 2022, doi: <a href=\"https://doi.org/10.5220/0010845400003116\">10.5220/0010845400003116</a>."},"year":"2022","publication_status":"published","has_accepted_license":"1","file_date_updated":"2022-08-31T07:10:13Z","language":[{"iso":"eng"}],"ddc":["006"],"user_id":"477","department":[{"_id":"75"}],"project":[{"name":"SFB 901 - C4: SFB 901 - Subproject C4","_id":"16"},{"_id":"24","name":"NICCI-CN: Netzgewahre Regelung & regelungsgewahre Netze"},{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"}],"_id":"30793","file":[{"relation":"main_file","success":1,"content_type":"application/pdf","file_name":"ICCART2022.pdf","file_id":"33237","access_level":"closed","file_size":298926,"creator":"aredder","date_created":"2022-08-31T07:10:13Z","date_updated":"2022-08-31T07:10:13Z"}],"status":"public","type":"conference","publication":"Proceedings of the 14th International Conference on Agents and Artificial Intelligence"},{"title":"Distributed gradient-based optimization in the presence of dependent  aperiodic communication","date_updated":"2022-11-18T09:33:01Z","date_created":"2022-04-06T06:53:38Z","author":[{"last_name":"Redder","orcid":"https://orcid.org/0000-0001-7391-4688","full_name":"Redder, Adrian","id":"52265","first_name":"Adrian"},{"first_name":"Arunselvan","full_name":"Ramaswamy, Arunselvan","id":"66937","last_name":"Ramaswamy","orcid":"https://orcid.org/ 0000-0001-7547-8111"},{"first_name":"Holger","last_name":"Karl","id":"126","full_name":"Karl, Holger"}],"year":"2022","citation":{"bibtex":"@article{Redder_Ramaswamy_Karl_2022, title={Distributed gradient-based optimization in the presence of dependent  aperiodic communication}, journal={arXiv:2201.11343}, author={Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022} }","mla":"Redder, Adrian, et al. “Distributed Gradient-Based Optimization in the Presence of Dependent  Aperiodic Communication.” <i>ArXiv:2201.11343</i>, 2022.","short":"A. Redder, A. Ramaswamy, H. Karl, ArXiv:2201.11343 (2022).","apa":"Redder, A., Ramaswamy, A., &#38; Karl, H. (2022). Distributed gradient-based optimization in the presence of dependent  aperiodic communication. In <i>arXiv:2201.11343</i>.","ieee":"A. Redder, A. Ramaswamy, and H. Karl, “Distributed gradient-based optimization in the presence of dependent  aperiodic communication,” <i>arXiv:2201.11343</i>. 2022.","chicago":"Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Distributed Gradient-Based Optimization in the Presence of Dependent  Aperiodic Communication.” <i>ArXiv:2201.11343</i>, 2022.","ama":"Redder A, Ramaswamy A, Karl H. Distributed gradient-based optimization in the presence of dependent  aperiodic communication. <i>arXiv:220111343</i>. Published online 2022."},"language":[{"iso":"eng"}],"project":[{"_id":"16","name":"SFB 901 - C4: SFB 901 - Subproject C4"},{"name":"SFB 901: SFB 901","_id":"1"},{"name":"SFB 901 - C: SFB 901 - Project Area C","_id":"4"}],"_id":"30790","external_id":{"arxiv":["2201.11343"]},"user_id":"477","department":[{"_id":"75"}],"abstract":[{"lang":"eng","text":"Iterative distributed optimization algorithms involve multiple agents that\r\ncommunicate with each other, over time, in order to minimize/maximize a global\r\nobjective. In the presence of unreliable communication networks, the\r\nAge-of-Information (AoI), which measures the freshness of data received, may be\r\nlarge and hence hinder algorithmic convergence. In this paper, we study the\r\nconvergence of general distributed gradient-based optimization algorithms in\r\nthe presence of communication that neither happens periodically nor at\r\nstochastically independent points in time. We show that convergence is\r\nguaranteed provided the random variables associated with the AoI processes are\r\nstochastically dominated by a random variable with finite first moment. This\r\nimproves on previous requirements of boundedness of more than the first moment.\r\nWe then introduce stochastically strongly connected (SSC) networks, a new\r\nstochastic form of strong connectedness for time-varying networks. We show: If\r\nfor any $p \\ge0$ the processes that describe the success of communication\r\nbetween agents in a SSC network are $\\alpha$-mixing with $n^{p-1}\\alpha(n)$\r\nsummable, then the associated AoI processes are stochastically dominated by a\r\nrandom variable with finite $p$-th moment. In combination with our first\r\ncontribution, this implies that distributed stochastic gradient descend\r\nconverges in the presence of AoI, if $\\alpha(n)$ is summable."}],"status":"public","type":"preprint","publication":"arXiv:2201.11343"},{"status":"public","publication":"2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","type":"conference","language":[{"iso":"eng"}],"_id":"32855","project":[{"name":"SFB 901 - T1: SFB 901 -Subproject T1","_id":"83"},{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"}],"department":[{"_id":"78"}],"user_id":"477","year":"2022","page":"120-127","citation":{"ama":"Clausing L, Platzner M. ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support. In: <i>2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)</i>. IEEE; 2022:120-127. doi:<a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">10.1109/ipdpsw55747.2022.00029</a>","chicago":"Clausing, Lennart, and Marco Platzner. “ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support.” In <i>2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)</i>, 120–27. IEEE, 2022. <a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">https://doi.org/10.1109/ipdpsw55747.2022.00029</a>.","ieee":"L. Clausing and M. Platzner, “ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support,” in <i>2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)</i>,  Lyon, France, 2022, pp. 120–127, doi: <a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">10.1109/ipdpsw55747.2022.00029</a>.","apa":"Clausing, L., &#38; Platzner, M. (2022). ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support. <i>2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)</i>, 120–127. <a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">https://doi.org/10.1109/ipdpsw55747.2022.00029</a>","short":"L. Clausing, M. Platzner, in: 2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW), IEEE, 2022, pp. 120–127.","bibtex":"@inproceedings{Clausing_Platzner_2022, title={ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support}, DOI={<a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">10.1109/ipdpsw55747.2022.00029</a>}, booktitle={2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)}, publisher={IEEE}, author={Clausing, Lennart and Platzner, Marco}, year={2022}, pages={120–127} }","mla":"Clausing, Lennart, and Marco Platzner. “ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support.” <i>2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)</i>, IEEE, 2022, pp. 120–27, doi:<a href=\"https://doi.org/10.1109/ipdpsw55747.2022.00029\">10.1109/ipdpsw55747.2022.00029</a>."},"publication_identifier":{"eisbn":["978-1-6654-9747-3"]},"publication_status":"published","title":"ReconOS64: A Hardware Operating System for Modern Platform FPGAs with 64-Bit Support","conference":{"start_date":"2022-05-30","name":"2022 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)","location":" Lyon, France","end_date":"2022-06-03"},"doi":"10.1109/ipdpsw55747.2022.00029","date_updated":"2022-11-18T09:36:00Z","publisher":"IEEE","date_created":"2022-08-16T09:58:34Z","author":[{"first_name":"Lennart","id":"74287","full_name":"Clausing, Lennart","last_name":"Clausing","orcid":"0000-0003-3789-6034"},{"first_name":"Marco","last_name":"Platzner","id":"398","full_name":"Platzner, Marco"}]},{"title":"Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms","date_updated":"2022-11-18T09:33:42Z","date_created":"2022-04-06T06:53:52Z","author":[{"last_name":"Redder","orcid":"https://orcid.org/0000-0001-7391-4688","id":"52265","full_name":"Redder, Adrian","first_name":"Adrian"},{"first_name":"Arunselvan","full_name":"Ramaswamy, Arunselvan","id":"66937","orcid":"https://orcid.org/ 0000-0001-7547-8111","last_name":"Ramaswamy"},{"last_name":"Karl","id":"126","full_name":"Karl, Holger","first_name":"Holger"}],"year":"2022","citation":{"apa":"Redder, A., Ramaswamy, A., &#38; Karl, H. (2022). Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. In <i>arXiv:2201.00570</i>.","mla":"Redder, Adrian, et al. “Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms.” <i>ArXiv:2201.00570</i>, 2022.","short":"A. Redder, A. Ramaswamy, H. Karl, ArXiv:2201.00570 (2022).","bibtex":"@article{Redder_Ramaswamy_Karl_2022, title={Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms}, journal={arXiv:2201.00570}, author={Redder, Adrian and Ramaswamy, Arunselvan and Karl, Holger}, year={2022} }","chicago":"Redder, Adrian, Arunselvan Ramaswamy, and Holger Karl. “Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms.” <i>ArXiv:2201.00570</i>, 2022.","ieee":"A. Redder, A. Ramaswamy, and H. Karl, “Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms,” <i>arXiv:2201.00570</i>. 2022.","ama":"Redder A, Ramaswamy A, Karl H. Asymptotic Convergence of Deep Multi-Agent Actor-Critic Algorithms. <i>arXiv:220100570</i>. Published online 2022."},"language":[{"iso":"eng"}],"project":[{"_id":"16","name":"SFB 901 - C4: SFB 901 - Subproject C4"},{"name":"SFB 901: SFB 901","_id":"1"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"}],"external_id":{"arxiv":["2201.00570"]},"_id":"30791","user_id":"477","department":[{"_id":"75"}],"abstract":[{"lang":"eng","text":"We present sufficient conditions that ensure convergence of the multi-agent\r\nDeep Deterministic Policy Gradient (DDPG) algorithm. It is an example of one of\r\nthe most popular paradigms of Deep Reinforcement Learning (DeepRL) for tackling\r\ncontinuous action spaces: the actor-critic paradigm. In the setting considered\r\nherein, each agent observes a part of the global state space in order to take\r\nlocal actions, for which it receives local rewards. For every agent, DDPG\r\ntrains a local actor (policy) and a local critic (Q-function). The analysis\r\nshows that multi-agent DDPG using neural networks to approximate the local\r\npolicies and critics converge to limits with the following properties: The\r\ncritic limits minimize the average squared Bellman loss; the actor limits\r\nparameterize a policy that maximizes the local critic's approximation of\r\n$Q_i^*$, where $i$ is the agent index. The averaging is with respect to a\r\nprobability distribution over the global state-action space. It captures the\r\nasymptotics of all local training processes. Finally, we extend the analysis to\r\na fully decentralized setting where agents communicate over a wireless network\r\nprone to delays and losses; a typical scenario in, e.g., robotic applications."}],"status":"public","type":"preprint","publication":"arXiv:2201.00570"},{"_id":"32590","project":[{"_id":"12","name":"SFB 901 - B4: SFB 901 - Subproject B4"},{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"}],"department":[{"_id":"77"}],"user_id":"477","language":[{"iso":"eng"}],"publication":"2022 IEEE Conference on Software Testing, Verification and Validation (ICST)","type":"conference","status":"public","date_updated":"2022-11-18T09:45:40Z","date_created":"2022-08-08T07:40:04Z","author":[{"full_name":"Richter, Cedric","id":"50003","last_name":"Richter","first_name":"Cedric"},{"id":"573","full_name":"Wehrheim, Heike","last_name":"Wehrheim","first_name":"Heike"}],"title":"Learning Realistic Mutations: Bug Creation for Neural Bug Detectors","doi":"10.1109/ICST53961.2022.00027","year":"2022","page":"162-173","citation":{"mla":"Richter, Cedric, and Heike Wehrheim. “Learning Realistic Mutations: Bug Creation for Neural Bug Detectors.” <i>2022 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>, 2022, pp. 162–73, doi:<a href=\"https://doi.org/10.1109/ICST53961.2022.00027\">10.1109/ICST53961.2022.00027</a>.","bibtex":"@inproceedings{Richter_Wehrheim_2022, title={Learning Realistic Mutations: Bug Creation for Neural Bug Detectors}, DOI={<a href=\"https://doi.org/10.1109/ICST53961.2022.00027\">10.1109/ICST53961.2022.00027</a>}, booktitle={2022 IEEE Conference on Software Testing, Verification and Validation (ICST)}, author={Richter, Cedric and Wehrheim, Heike}, year={2022}, pages={162–173} }","short":"C. Richter, H. Wehrheim, in: 2022 IEEE Conference on Software Testing, Verification and Validation (ICST), 2022, pp. 162–173.","apa":"Richter, C., &#38; Wehrheim, H. (2022). Learning Realistic Mutations: Bug Creation for Neural Bug Detectors. <i>2022 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>, 162–173. <a href=\"https://doi.org/10.1109/ICST53961.2022.00027\">https://doi.org/10.1109/ICST53961.2022.00027</a>","ama":"Richter C, Wehrheim H. Learning Realistic Mutations: Bug Creation for Neural Bug Detectors. In: <i>2022 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>. ; 2022:162-173. doi:<a href=\"https://doi.org/10.1109/ICST53961.2022.00027\">10.1109/ICST53961.2022.00027</a>","ieee":"C. Richter and H. Wehrheim, “Learning Realistic Mutations: Bug Creation for Neural Bug Detectors,” in <i>2022 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>, 2022, pp. 162–173, doi: <a href=\"https://doi.org/10.1109/ICST53961.2022.00027\">10.1109/ICST53961.2022.00027</a>.","chicago":"Richter, Cedric, and Heike Wehrheim. “Learning Realistic Mutations: Bug Creation for Neural Bug Detectors.” In <i>2022 IEEE Conference on Software Testing, Verification and Validation (ICST)</i>, 162–73, 2022. <a href=\"https://doi.org/10.1109/ICST53961.2022.00027\">https://doi.org/10.1109/ICST53961.2022.00027</a>."}},{"date_updated":"2022-11-18T09:45:05Z","author":[{"last_name":"Richter","id":"50003","full_name":"Richter, Cedric","first_name":"Cedric"},{"first_name":"Heike","last_name":"Wehrheim","id":"573","full_name":"Wehrheim, Heike"}],"date_created":"2022-08-08T07:42:19Z","title":"TSSB-3M: Mining single statement bugs at massive scale","doi":"10.1145/3524842.3528505","year":"2022","page":"418-422","citation":{"ama":"Richter C, Wehrheim H. TSSB-3M: Mining single statement bugs at massive scale. In: <i>2022 IEEE/ACM 19th International Conference on Mining Software Repositories (MSR)</i>. ; 2022:418-422. doi:<a href=\"https://doi.org/10.1145/3524842.3528505\">10.1145/3524842.3528505</a>","ieee":"C. Richter and H. Wehrheim, “TSSB-3M: Mining single statement bugs at massive scale,” in <i>2022 IEEE/ACM 19th International Conference on Mining Software Repositories (MSR)</i>, 2022, pp. 418–422, doi: <a href=\"https://doi.org/10.1145/3524842.3528505\">10.1145/3524842.3528505</a>.","chicago":"Richter, Cedric, and Heike Wehrheim. “TSSB-3M: Mining Single Statement Bugs at Massive Scale.” In <i>2022 IEEE/ACM 19th International Conference on Mining Software Repositories (MSR)</i>, 418–22, 2022. <a href=\"https://doi.org/10.1145/3524842.3528505\">https://doi.org/10.1145/3524842.3528505</a>.","bibtex":"@inproceedings{Richter_Wehrheim_2022, title={TSSB-3M: Mining single statement bugs at massive scale}, DOI={<a href=\"https://doi.org/10.1145/3524842.3528505\">10.1145/3524842.3528505</a>}, booktitle={2022 IEEE/ACM 19th International Conference on Mining Software Repositories (MSR)}, author={Richter, Cedric and Wehrheim, Heike}, year={2022}, pages={418–422} }","mla":"Richter, Cedric, and Heike Wehrheim. “TSSB-3M: Mining Single Statement Bugs at Massive Scale.” <i>2022 IEEE/ACM 19th International Conference on Mining Software Repositories (MSR)</i>, 2022, pp. 418–22, doi:<a href=\"https://doi.org/10.1145/3524842.3528505\">10.1145/3524842.3528505</a>.","short":"C. Richter, H. Wehrheim, in: 2022 IEEE/ACM 19th International Conference on Mining Software Repositories (MSR), 2022, pp. 418–422.","apa":"Richter, C., &#38; Wehrheim, H. (2022). TSSB-3M: Mining single statement bugs at massive scale. <i>2022 IEEE/ACM 19th International Conference on Mining Software Repositories (MSR)</i>, 418–422. <a href=\"https://doi.org/10.1145/3524842.3528505\">https://doi.org/10.1145/3524842.3528505</a>"},"_id":"32591","project":[{"_id":"12","name":"SFB 901 - B4: SFB 901 - Subproject B4"},{"_id":"1","name":"SFB 901: SFB 901"},{"name":"SFB 901 - B: SFB 901 - Project Area B","_id":"3"}],"department":[{"_id":"77"}],"user_id":"477","language":[{"iso":"eng"}],"publication":"2022 IEEE/ACM 19th International Conference on Mining Software Repositories (MSR)","type":"conference","status":"public"},{"title":"Bringing Structure to Structure-Preserving Signatures: Overview, Implementation and Comparison of Selected SPS Schemes","author":[{"first_name":"Hanna","last_name":"Siek","full_name":"Siek, Hanna"}],"supervisor":[{"first_name":"Johannes","last_name":"Blömer","id":"23","full_name":"Blömer, Johannes"}],"date_created":"2022-07-20T09:36:39Z","date_updated":"2022-11-18T09:38:04Z","citation":{"bibtex":"@book{Siek_2022, title={Bringing Structure to Structure-Preserving Signatures: Overview, Implementation and Comparison of Selected SPS Schemes}, author={Siek, Hanna}, year={2022} }","mla":"Siek, Hanna. <i>Bringing Structure to Structure-Preserving Signatures: Overview, Implementation and Comparison of Selected SPS Schemes</i>. 2022.","short":"H. Siek, Bringing Structure to Structure-Preserving Signatures: Overview, Implementation and Comparison of Selected SPS Schemes, 2022.","apa":"Siek, H. (2022). <i>Bringing Structure to Structure-Preserving Signatures: Overview, Implementation and Comparison of Selected SPS Schemes</i>.","ama":"Siek H. <i>Bringing Structure to Structure-Preserving Signatures: Overview, Implementation and Comparison of Selected SPS Schemes</i>.; 2022.","chicago":"Siek, Hanna. <i>Bringing Structure to Structure-Preserving Signatures: Overview, Implementation and Comparison of Selected SPS Schemes</i>, 2022.","ieee":"H. Siek, <i>Bringing Structure to Structure-Preserving Signatures: Overview, Implementation and Comparison of Selected SPS Schemes</i>. 2022."},"year":"2022","language":[{"iso":"eng"}],"department":[{"_id":"64"},{"_id":"7"}],"user_id":"477","_id":"32398","project":[{"_id":"1","name":"SFB 901: SFB 901"},{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"_id":"13","name":"SFB 901 - C1: SFB 901 - Subproject C1"},{"_id":"84","name":"SFB 901 - T2: SFB 901 -Subproject T2"},{"name":"SFB 901 - T: SFB 901 - Project Area T","_id":"82"}],"status":"public","type":"bachelorsthesis"},{"year":"2022","citation":{"apa":"Kramer, P. (2022). <i>On Transforming Lattice-Based Cryptography to the Ring Setting</i>.","mla":"Kramer, Paul. <i>On Transforming Lattice-Based Cryptography to the Ring Setting</i>. 2022.","bibtex":"@book{Kramer_2022, title={On Transforming Lattice-Based Cryptography to the Ring Setting}, author={Kramer, Paul}, year={2022} }","short":"P. Kramer, On Transforming Lattice-Based Cryptography to the Ring Setting, 2022.","ieee":"P. Kramer, <i>On Transforming Lattice-Based Cryptography to the Ring Setting</i>. 2022.","chicago":"Kramer, Paul. <i>On Transforming Lattice-Based Cryptography to the Ring Setting</i>, 2022.","ama":"Kramer P. <i>On Transforming Lattice-Based Cryptography to the Ring Setting</i>.; 2022."},"date_updated":"2022-11-18T09:40:28Z","date_created":"2022-05-28T08:07:40Z","author":[{"first_name":"Paul","last_name":"Kramer","full_name":"Kramer, Paul","id":"64594"}],"title":"On Transforming Lattice-Based Cryptography to the Ring Setting","type":"mastersthesis","status":"public","project":[{"_id":"4","name":"SFB 901 - C: SFB 901 - Project Area C"},{"name":"SFB 901 - C1: SFB 901 - Subproject C1","_id":"13"},{"name":"SFB 901: SFB 901","_id":"1"}],"_id":"31485","user_id":"477","department":[{"_id":"7"},{"_id":"64"}],"language":[{"iso":"eng"}],"extern":"1"}]