PhD Student in (multi-agent) reinforcement learning for health-aware control
École Polytechnique Fédérale de Lausanne
IMOS The Intelligent Maintenance and Operations Systems (IMOS) Lab at EPFL is looking for a motivated and out-of-the-box thinking PhD researcher, (100%, in Lausanne, fixed-term) starting in September or upon agreement. Project description The objective of this project is to develop novel methodologies based on (multi-agent) reinforcement learning for health-aware control of complex engineering systems. The research will focus on integrating system health and degradation dynamics into control strategies, enabling decision-making that jointly optimizes performance and long-term asset reliability. The project will explore how reinforcement learning agents can learn control policies that account for operational objectives, physical constraints, and system aging, with a particular emphasis on multi-agent settings where multiple subsystems interact. Physics-informed models and data-driven approaches will be combined to ensure that learned policies are both efficient and consistent with underlying system dynamics. Applications will include complex industrial and energy systems (e.g., wind turbines or other large-scale infrastructure), where control decisions have a direct impact on system lifetime. This PhD position is part of an ERC Consolidator Grant, supporting cutting-edge research on health-aware control and intelligent maintenance of complex systems. Work Environment EPFL is one of the most dynamic university campuses in Europe, ranks among the top 20 universities worldwide and offers an exceptional working environment with very competitive salaries. The IMOS Lab ( ) offers a highly motivating, interdisciplinary scientific environment with many opportunities to interact across projects and researchers, and maintains an excellent network of collaborations with industrial stakeholders and leading international universities. Profile We are looking for a PhD candidate with a strong analytical background, and an outstanding MSc degree in Engineering, Control, Computer Science, Physics, Applied Mathematics, or a related field. You should have a solid foundation in machine learning and control, ideally with experience in reinforcement learning, optimization, or dynamical systems. Knowledge of deep learning, signal processing, or physics-informed modeling is considered a strong asset. We expect the candidate to be self-driven, with strong problem-solving abilities and out-of-the-box thinking. Professional command of English (both written and spoken) is mandatory. Application process Formal applications including:
• a letter of motivation,
• a CV of the candidate,
• brief research statement (one page) describing your project idea in the field of reinforcement learning and health-aware control, making connections to your experience and related work from the literature,
• transcripts of all obtained degrees (in English),
• one publication (e.g. Thesis or preferably a conference or journal publication, a link is sufficient) should be submitted via the application platform. Further information on EPFL IMOS Lab can be found under: Shortlisted candidates will be invited to apply to one of the EPFL doctoral schools (e.g. EDRS, EDCE or EDEE). This parallel application process is necessary to be eligible for a PhD at EPFL. Informations Activity Rate : 100.00 Contract Type: CDD Duration: 1 year contract renewable (max. 6 years) Reference: 2152
• a letter of motivation,
• a CV of the candidate,
• brief research statement (one page) describing your project idea in the field of reinforcement learning and health-aware control, making connections to your experience and related work from the literature,
• transcripts of all obtained degrees (in English),
• one publication (e.g. Thesis or preferably a conference or journal publication, a link is sufficient) should be submitted via the application platform. Further information on EPFL IMOS Lab can be found under: Shortlisted candidates will be invited to apply to one of the EPFL doctoral schools (e.g. EDRS, EDCE or EDEE). This parallel application process is necessary to be eligible for a PhD at EPFL. Informations Activity Rate : 100.00 Contract Type: CDD Duration: 1 year contract renewable (max. 6 years) Reference: 2152
Die Stellenanzeige wurde vor Vor 13 Stunden veröffentlicht
Ähnliche Jobs, die für Sie interessant sein könntenBasierend auf das Stellenangebot PhD Student in (multi-agent) reinforcement learning for health-aware control in Lausanne VD
- ...a motivated and out-of-the-box thinking PhD researcher, (100%, in Lausanne, fixed-term... ...conditions drive the evolution of system health over time. Particular emphasis will be placed... ...of physics-based inductive biases into learning architectures. This will enable the...Phd StudentenCDDFestanstellung
- ...Operations, Economics and Strategy (OES) at the College of Management of Technology at EPFL invites applications for a full-time PhD student position within the EPFL doctoral school program in Management of Technology (EDMT). We are offering a challenging full-time PhD...Phd StudentenVollzeit
- ...challenging position as a full-time (100%) PhD Student at School of Engineering - STI at EPFL.... ...Enthusiasm, scientific curiosity, eager to learn, good organizational skills, rigor in... ...state-of-the-art research facilities ~ A multi-cultural and stimulating work environment...Phd StudentenCDDVollzeitFestanstellung
- ...challenging position as a full-time (100%) PhD Student at School of Engineering - STI at EPFL.... ...Enthusiasm, scientific curiosity, eager to learn, good organizational skills, rigor in... ...state-of-the-art research facilities ~ A multi-cultural and stimulating work environment...Phd StudentenCDDVollzeitHomeofficeFestanstellung
- Einleitung Die UNIL ist eine führende internationale Lehr- und Forschungseinrichtung mit über 5.000 Mitarbeitenden und 17.000 Studierenden, verteilt auf den Campus Dorigny, das CHUV und Epalinges. Als Arbeitgeber fördert die UNIL Exzellenz, individuelle Anerkennung ...Phd Studenten
- ...équipe dans le cadre d'un poste fixe un/une : Chauffeur PL - Multi-Lift Stellenbeschreibung Chargement et déchargement... ...véhicule (intérieur et extérieur) Maintenance 1er niveau, soit contrôle des niveaux, pression des pneus, roues, graissage, etc .....StellvertretungVollzeitLausanne VDVor 19 Tagen
- ...innovation with RNA-focused, context-aware biology, SATURNA seeks to... ...talents in several domains of machine learning, AI, computational biology, and biology, to develop PhD theses across the main pillars... ...of impact in biology or health. Excellent researck track and publication...Postdoc Stelle
- ...Lausanne (UNIL) freut sich, die Ausschreibung einer voll finanzierten PhD-Stelle (100% Anstellung) bekannt zu geben. Das Projekt wird... ...de droit public und FDCA bei gleichzeitiger Erhaltung eines multi- und interdisziplinären Forschungsumfelds. Zusammenarbeit mit...VollzeitSelbständige Tätigkeit
- ...building an automated lab thats let AI agents run biology experiments. We're entering... ...of USD reverse-engineered into API-controllable hardware, dozens of devices orchestrated... ...Business Operations Intern or Working Student to join our operations team in Lausanne...VollzeitStudentenjobSoforteinstellung
- ...workplace. As our new Customer Service Agent (hourly contract at min. 24h/week) in Lausanne... ...as Hardware, Operations, and Quality Control, to broaden your understanding of our... ...excellent service. High motivation to learn, grow, and take on responsibility from day...StundenlohnTeilzeitarbeitSchichtarbeit
FELFEL
Lausanne VDVor 2 Tagen - ...computational biology and/or machine learning to join an interdisciplinary project at... ...focuses on the integration and analysis of multi-modal single-cell datasets, including... ...Participate in education, and PhD and master student supervision Profile Strong...Phd StudentenPostdoc Stelle
- ...Wirtschaftswissenschaften. HEC Lausanne bietet ein wettbewerbsfähiges Angebot an PhD-Programmen. unil.ch/work Das Forschungsteam Christian... ...Fundierte Kenntnisse in Statistik, Ökonometrie, Machine Learning oder verwandten quantitativen Methoden Ein quantitativer...LehrstelleSelbständige Tätigkeit
- Our client, an international and purpose-driven organization based in Lausanne, is looking for an Accountant / Financial Controller (100%) to join its finance team in a key and high-impact role. Lead financial controlling activities including budgeting, forecasting, variance...
- ...institution, with over 5,000 employees and 17,000 students split between its Dorigny campus, CHUV... ...We’re looking to hire a FSRMM funded PhD candidate in the field of muscle diseases... ...an MSc in biology, biomedical sciences, health sciences, sports sciences, medicine, or...
- Mitarbeiter/in der Krankenhauslogistik: Pflegehilfe Wir suchen Sommerstudierende für eine Tätigkeit als Mitarbeiter/in der Krankenhauslogistik (Pflegehilfe) in den Monaten Juni bis September 2026. Kontext Das Universitätsspital Waadt (CHUV) ist eines der 5 Schweizer...
- Prêts pour Swisscom Tu représentes les services d'opération informatique de Swisscom auprès de nos clients.Tu assures la prise en charge des demandes de support de nos clients. Tu analyses et gères les demandes de support. Réceptionne les incidents et requêtes techniquesAnalyse...Remote job
- ...participates in building what we call the Collectors: the endpoint agents that run on the systems of millions of employees worldwide. The... ...Contract and a competitive compensation package. ~ Health insurance through our partnership with ACKO, including OPD coverage...TemporärVollzeitRemote jobFlexible Arbeitszeit
- Einführung Die Universität Lausanne ist eine Hochschuleinrichtung für Lehre und Forschung, die aus sieben Fakultäten besteht, an denen etwa 14.300 Studierende und fast 3.800 Mitarbeitende, Professoren und Forschende arbeiten und studieren. Idealerweise am Genfersee...LehrstelleSelbständige Tätigkeit
- ...models, RAG pipelines, and multi-agent systems ~ Make key architectural... ...culture of experimentation, learning, and knowledge sharing... ...prompts ~ Knowledge of reinforcement learning, retrieval-augmented... ..., passion, and the drive to learn. Additional Information...TemporärVollzeitRemote jobFlexible Arbeitszeit
- ...airframe we build: motor controllers, gate drivers, and... ...cadence to multi-platform deployment... ...and FOC-aware hardware interfaces... ...simulation. Firmware & Controls Interface: Partner... ...~ MSc or PhD in Electrical Engineering... ...exposure , applied control theory implemented...Vollzeit
- ...an automated lab thats let AI agents run biology experiments.... ...reverse-engineered into API-controllable hardware, dozens of devices orchestrated... ...for an exceptional student or early-career builder — your... ...give you a senior person to learn from, and expect you to make...Vollzeit
- ...to leverage state-of-the-art Machine Learning and AI methods. These collaborators... ...tabular, textual, visual, potentially multi-modal), notably in health and biomedical sciences, climate and... ...; Potentially supervising students at different levels in collaboration...Öffentlicher Dienst
- ...automated lab thats let AI agents run biology experiments... ...-engineered into API-controllable hardware, dozens of... ...enrolled in a Master's, PhD, or final-year undergraduate... ...biology, machine learning, biochemistry, biophysics... ...full design-build-test-learn exposure. Application...Remote job
- ...automated lab thats let AI agents run biology... ...reverse-engineered into API-controllable hardware, dozens of devices... ...and execute complex multi-step protocols... ...observability for work-cell health: instrument status,... ...Modal for compute. We control instruments with open-...VollzeitSoforteinstellung
- Entreprise : Quickmail est le premier prestataire postal privé en Suisse. Nous transportons des courriers, des mailings, des catalogues et des magazines pour notre clientèle. Description du poste : Ton travail Tu distribues 1x par semaine des lettres, ...Teilzeitarbeit
- ...building an automated lab thats let AI agents run biology experiments. We're entering... ...of USD reverse-engineered into API-controllable hardware, dozens of devices orchestrated... ...silico prediction so the lab and the models reinforce each other. You'll develop the assays hands...VollzeitSoforteinstellung
- ...an automated lab thats let AI agents run biology experiments.... ...reverse-engineered into API-controllable hardware, dozens of devices orchestrated... ...function calling, tool use, multi-step workflows, MCP, and... ...how it works. Process-to-agent instinct. You look at a manual...VollzeitSoforteinstellung
- ...an automated lab thats let AI agents run biology experiments.... ...reverse-engineered into API-controllable hardware, dozens of devices orchestrated... ...we're looking for MSc or PhD in molecular biology,... ...detailed notes, design proper controls, and understand why reproducibility...Vollzeit
- ...building an automated lab thats let AI agents run biology experiments. We're entering... ...of USD reverse-engineered into API-controllable hardware, dozens of devices orchestrated... ...owns it. You'll be responsible for the health of the entire stack that keeps LabOS and...Vollzeit
- ...expertise that drive us forward? Want to learn more ! At Nestlé Research, we place... ...What Will Make You Successful MSc and/or PhD in materials science/engineering, polymer... ...(experience with converters is a plus) Awareness of food-contact constraints and product...TemporärVollzeitFlexible Arbeitszeit
Wollen Sie mehr Stellenangebote erhalten?
Abonnieren Sie und erhalten Sie ähnliche Stellenangebote wie PhD Student in (multi-agent) reinforcement learning for health-aware control. Seien Sie der Erste, der sich bewirbt!
Ähnliche Suchanfragen