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 ===== Working With Us ===== ===== Working With Us =====
   * Check our thesis topics for [[theses/​start|Bachelor and Master students]].   * Check our thesis topics for [[theses/​start|Bachelor and Master students]].
 +  * [[:​jobs:#​notice_for_non-eueea_prospective_master_students|Notice]] for non-[[https://​en.wikipedia.org/​wiki/​EU|EU]]/​[[https://​en.wikipedia.org/​wiki/​European_Economic_Area|EEA]] prospective Master students
 +  * We currently do not have any open PhD positions.
  
 +<​html><​!--We currently have [[jobs|one open PhD position]].--></​html>​
 +
 +<​html><​!--
 //Bachelor students://​{{ ::​mobile-manipulator-crop.jpg?​nolink&​100|}} **Want to create artificial intelligence for autonomous robots?** Want to join our [[@/​uibk/​piater/​courses/​RC_Poster2.pdf |interdisciplinary LFUI team]] to compete in the 2020 [[https://​www.robocup.org/​leagues/​16|RoboCup@Work]] competition?​ Take the [[https://​lfuonline.uibk.ac.at/​public/​lfuonline_lv.details?​sem_id_in=19W&​lvnr_id_in=703135|Introduction to Robotics]] course in the winter semester 2019-20! //Bachelor students://​{{ ::​mobile-manipulator-crop.jpg?​nolink&​100|}} **Want to create artificial intelligence for autonomous robots?** Want to join our [[@/​uibk/​piater/​courses/​RC_Poster2.pdf |interdisciplinary LFUI team]] to compete in the 2020 [[https://​www.robocup.org/​leagues/​16|RoboCup@Work]] competition?​ Take the [[https://​lfuonline.uibk.ac.at/​public/​lfuonline_lv.details?​sem_id_in=19W&​lvnr_id_in=703135|Introduction to Robotics]] course in the winter semester 2019-20!
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- +{{ ::iis_retreat_2024.jpg?direct&​900 ​|}}\\ 
-{{::dsc_0052.jpg?640|Group Picture}}\\ +<​html>​ 
-Group picture taken at our retreat ​in Obergurgl +<div style="​text-align:​ center;">​ 
 +  <p>Group picture taken at our 2024 retreat ​at Meissner Haus.</​p>​ 
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 ===== News ===== ===== News =====
  
-<​HTML><​table><​tr valign="​top"><​td>​2020-03-19</​td><​td>​Justus Piater ​gives an invited ​talk <i>Machine Learning ​in Robotics</i> at <a href="​https://​baiome.org/">bAIome PI Talk</​a>, ​Center for Biomedical AI at the University Medical Center +<​HTML><​table><​tr valign="​top"><​td>​2025-09-18</​td><​td>​Samuele Tosatto ​gives an invited ​keynote ​<i>Where are all the intelligent robots? A quest for efficiency ​in reinforcement learning</i> at <a href="​https://​sarl-plus.github.io/​RL-Bootcamp2025/">Reinforcement Learning Bootcamp 2025</​a>, ​Salzburg. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem0',​ '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="​newsitem0Abstract"​ style="​display:​none">​As artificial intelligence reshapes our digital world at a breathtaking pace,  
-    Hamburg-Eppendorf. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem0',​ '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="​newsitem0Abstract"​ style="​display:​none">​Machine Learning increasingly equips ​robots ​with +    a curious question arises: Where are all the real-world, intelligent ​robots 
-    ​learning capabilities ​and flexibility This will enable them to +    ​While we have mastered the generation of text, images, ​and video by leveraging vast web-scale datasets, 
-    ​act purposefully in unstructured environments and to react to +    robotics still faces a fundamental data bottleneckReinforcement learning (RL) offers a compelling solution, ​ 
-    ​unforeseen events. ​ People can teach them intuitively ​to perform +    ​enabling agents ​to learn autonomously by collecting their own experience. ​ 
-    ​tasks instead ​of having ​to program them in painstaking ways+    ​However, the path to autonomy is often blocked by the staggering inefficiency of current RL algorithms, 
-    ​Robots can learn from experience and can improve their behavior +    ​which can require millions ​of trials ​to master simple tasksThis talk embarks on a quest to tackle this  
-    over time In this talk I will give an overview ​of methods+    ​efficiency problem head-on. I will argue that a crucial step toward unlocking the potential ​of  
-    ​opportunities, and challenges of machine learning in +    robot learning lies in a two-pronged approach: firstby developing statistically efficient ​ 
-    ​robotics.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2020-01-29</​td><​td>​Justus Piater gives an invited ​talk <i>Digital Science</i> at <a href="​https://​www.graduateacademy.uni-heidelberg.de/karriere/veranstaltungsreihen.html">Vortragsreihe +    ​algorithms that can reuse data by leveraging sound off-policy techniques, and second, ​ 
-    ​„Primers for Predocs – Strategien für eine erfolgreiche +    ​by designing better action representations for physical, real-world agents.  
-    Promotion“</​a>, ​Universität Heidelberg. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem2', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem2Abstract" style="​display:​none">​Massive availability of data and computing power are +    By making our algorithms more efficient and refining their core hypotheses,  
-    ​promoting data-driven ​methods in all areas of science and +    we can accelerate the journey toward real embodied artificial intelligence.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2025-07-15</​td><​td>​Justus Piater gives an invited ​keynote ​<i>Making robots learn to perceive and act with 
-    ​technology I will describe how the University ​of Innsbruck +    understanding</i> at <a href="​https://​www.uibk.ac.at/en/​congress/​multibody2025/">The 
-    ​supports this via its new Digital Science Center, and will give a +    ​12th ECCOMAS Thematic Conference on Multibody Dynamics</​a>, ​Innsbruck. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem1', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem1Abstract" style="​display:​none">​The flexibility ​and robustness of current robots is 
-    ​flavor ​of machine learning for data analysis.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2020-01-20</​td><​td>​Joanna Chimiak-Opoka,​ Carina König, and Justus Piater ​appear ​in the media: ​<a href="​https://​www.uibk.ac.at/newsroom/ergaenzung-digital-science-erfolgreich-gestartet.html.de">Ergän­zung Digital ​Science ​erfolg­reich gestartet – UIBK Newsroom</​a>​.</​td></​tr><​tr valign="​top"><​td>​2020-01-03</​td><​td>​Justus Piater ​gives an invited talk <i>Künstliche IntelligenzGrundlagen, Erfolge, +    ​limited by their lack of understanding of their environment. For 
-    Herausforderungen</i> at 47Tagung des Innsbrucker Kreises ​von MoraltheologInnen +    this reason, most robots operate in controlled environments. 
-    ​und SozialethikerInnen, Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2019-12-19</​td><​td>​Justus Piater appears in the media: <a href="​https://​tvthek.orf.at/profile/Tirol-heute/​70023/Tirol-heute/14035670/​Alexa-Siri-Co-Spione-im-eigenen-Haus/​14610743">TV interview by ORF 2 Tirol Heute RedHaus ​(in German)</​a>​.</​td></​tr><​tr valign="​top"><​td>​2019-12-12</​td><​td>​Justus Piater gives an invited lecture ​<i>Too Smart to Be Trusted – Do I Even Want to +    Machine learning can circumvent modeling problems but introduces 
-    Understand My Robot?</i> at <a href="​http:​//​www.trustrobots.eu/">​TrustRobots Lecture series +    new problems of generalizing from examples. How can robots acquire 
-    Trust in Robots</​a>​TU Vienna.</​td></​tr><​tr valign="​top"><​td>​2019-12-05</​td><​td>​IIS guest <span style="​font-weight:​bold">​Heiko Neumann</​span>,​ University of Ulm,  ​gives an invited ​colloquium ​<i>Biologically inspired visual-auditory processing – from +    understanding (of structure, function, causality, etc.) that 
-    brain-like computation to neuromorphic algorithms</i> at <a href="​https://​www.uibk.ac.at/​informatik/forschung/lunchtime-seminar/index.html.en">​IFI Lunchtime Seminar</a>. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem7',​ '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="​newsitem7Abstract"​ style="​display:​none">​A fundamental task of sensory processing is to detect +    allows them to generalize from sparse experience? Motivated by 
-    and integrate feature items to group them into perceptual units +    shortcomings of current machine-learning ​methods, I will argue 
-    segregating them from other objects and the background. A +    that &​quot;​understanding&​quot;​ is a meaningful notion ​in AI that reaches 
-    framework is discussed which explains how perceptual grouping at +    ​beyond prediction and control. I will discuss examples of our 
-    early as well as higher-level cognitive stages may be implemented +    recent work on learning visual relational concepts, extrapolation 
-    ​in cortex. Different grouping mechanisms are implemented which are +    of learned movements beyond ​the training distribution,​ learning ​of 
-    attuned to basic features and feature combinations and mainly +    ​symbolic concepts and rules, and structure-driven skill learning 
-    evaluated along the forward sweep of stimulus processing. However, +    ​from sensorimotor experience. Our long-term objective is to 
-    due to limitations of local feature detection mechanisms and +    improve abstraction,​ generalization,​ robustness, and ultimately 
-    inherent ambiguities,​ top-down feedback is required to deliver +    explainability ​of robot perception and action.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2025-07-11</​td><​td>​Justus Piater ​and Alejandro Agostini give an invited talk <​i>​Learning Symbols and Abstractions ​in Robot Planning</​i>​ at <a href="​https://​www.unibz.it/en/events/​abstraction-language-science-engineering">Abstraction:​ 
-    contextual information helping to disambiguate initial +    Language - Science ​- Engineering</a>, Bolzano(International Workshop)</​td></​tr><​tr valign="​top"><​td>​2025-04-25</​td><​td>​Simon Haller-Seeber ​gives an invited talk <i>AI-powered tools for real-time transcription and translation in actionA self-hosted open-source framework for digital spaces.</i> at <a href="​https://​www.uibk.ac.at/​de/​medien/​veranstaltungen/​tagungen/​medien-wissen-bildung-2025/">​Medien - Wissen - Bildung 2025: Streif­züge an den Naht­stel­len ​von Medien, Bil­dung ​und Phi­lo­so­phie</​a>​Universität ​Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-04-10</​td><​td>​Simon Haller-Seeber gives an invited keynote <​i>​Hands-on Approaches to Software, Robotics, and AIExploring Experiments and Science in Action</​i>​ at <a href="​https://​iis.uibk.ac.at/public/simon/ECER-2025/">European Conference on Educational Robotics ​(ECER 2025)</a>, HTL Anichstrasse.</​td></​tr><​tr valign="​top"><​td>​2025-04-10</​td><​td>​Simon Haller-Seeber and Christopher Kelter teach a tutorial ​<i>Was sind Roboter, was macht eine KIEntwickle deine eigene KI und programmiere unsere Minibots</i> at Campustag BG/BRG SillgasseUniversität Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-04-03</​td><​td>​Justus Piater ​gives an invited ​keynote ​<i>What is AI really?</i> at <a href="​https://​www.uibk.ac.at/​events/2025/04/03/ai-in-law-and-practice-regional-perspectives-on-european-rules">​Cross-Border 
-    measurements. Feedback of contextual information is demonstrated +    ​Seminar: AI in Law and Practice: Regional Perspectives on European 
-    to improve object recognition performance,​ stabilize learning of +    ​Rules</a>Universität Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-03-06</​td><​td>​Justus Piater teaches a tutorial ​<i>FunktionsweiseMöglichkeiten und Grenzen von KI</i> at <a href="​https://​www.tirol.gv.at/fileadmin/themen/bildung/medienzentrum/​downloads/​07_Magazin_Co/​2025_01.pdf">Lieber 
-    object categories, ​and integrate multi-sensory representations. +    gleich berechtigt als später: Hallo KI, hilfst du uns bei der 
- +    Gleichstellung?​!</a>, Tiroler Bildungsinstitut Grillhof Vill. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem7', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem7Abstract" style="​display:​none">​Künstliche Intelligenz&​quot;​ bezeichnet derzeit Systemedie 
-    The canonical principles of neural computation define a set of +    ​auf maschinellem Lernen (ML) basierenDieser Workshop führt ​in 
-    core operations to implement above-mentioned mechanisms of +    ​die Grundlagen des ML einmit besonderem Augenmerk auf neuronale 
-    ​perceptual ​and cognitive inference. These operations can be +    ​Netze, der derzeit populärsten ML-TechnologieDarauf aufbauend 
-    ​mapped, in simplified formonto neuromorphic platforms to +    ​vermittelt er ein Grundverständnis für prinzipielle Möglichkeiten 
-    emulate brain-like computationIt is demonstrated that an +    ​und Grenzen von ML und warum es mit derzeitigen Mitteln extrem 
-    architecture composed of canonical circuit mechanisms can be +    ​schwierig ist, Diskriminierung ​in KI-Systemen zu 
-    mapped onto neuromorphic chip technology facilitating low-energy +    ​verhindern.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2025-02-26</​td><​td>​Simon Haller-Seeber and Christopher Kelter teach a tutorial ​<i>Programmieren eines autonomen Roboters anhand einer selbstentwickelten KI</i> at STAIR-Lab INNALP Workshop für das Gymnasium Ursulinenen InnsbruckUniversität Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-02-26</​td><​td>​Marko Zarić teaches a tutorial ​<i>Einführung ​in das Programmieren mit Microcontrollern</i> at STAIR-Lab INNALP Workshop für das Gymnasium Ursulinenen InnsbruckUniversität ​Innsbruck.</​td></​tr></​table></​HTML>​
-    non-von Neumann computation.</​blockquote>​</​td></​tr><​tr valign="​top"><​td>​2019-11-26</​td><​td>​IIS guest <span style="​font-weight:​bold">​Tamim Asfour</​span>, Karlsruhe Institute of Technology, ​ gives an invited keynote <​i>​Engineering Humanoids with Motion Intelligence</i> at <a href="​https://​www.uibk.ac.at/informatik/studium/inday-students/index.html.en">inday students</a>. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem8', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem8Abstract" style="​display:​none">​Humanoid robotics plays a central role in robotics +
-    research as well as in understanding intelligence. Engineering +
-    humanoid robots that are able to learn from humans and +
-    sensorimotor experienceto predict the consequences of actions +
-    ​and exploit the interaction with the world to extend their +
-    cognitive horizon remains a research grand challengeCurrently,​ +
-    we are experiencing AI systems with superhuman performance ​in +
-    ​gamesimage and speech processing. However, the generation of +
-    ​robot behaviors with human-like motion intelligence and +
-    performance has yet to be achievedIn this talk, I will present +
-    ​recent progress towards engineering 24/7 humanoid robots that link +
-    ​perception and action to generate intelligent behavior. I will +
-    ​show the ARMAR humanoid robots performing complex grasping and +
-    manipulation tasks in kitchen and industrial environments,​ +
-    ​learning actions from human observation and experience as well as +
-    reasoning about object-action relations.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2019-11-25</​td><​td>​Justus Piater gives an invited talk <i>Enabling Robots to Learn Abstract Concepts</i> at <a href="​https://​tricolore.inf.unibz.it/​tricolore2019/​program/">​TriCoLore +
-    – Creativity | Cognition | Computation</​a>​Bolzano, Italy.</​td></​tr><​tr valign="​top"><​td>​2019-11-18</​td><​td>​Justus Piater gives an invited talk <i>Künstliche Intelligenz ​in einer menschlichen +
-    Gesellschaft</i> at Robotik in Medizin und Pflege – Jubiläumssymposium +
-    des Klinischen EthikkommitteesA.ö. Landeskrankenhaus – Universitätskliniken +
-    ​Innsbruck.</​td></​tr></​table></​HTML>​+
  
 [[news|Older News]] [[news|Older News]]
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 Austria Austria
  
-**How to find us:** See the [[http://informatik.uibk.ac.at/​how-to-reach-us/​|directions]].+**How to find us:** See the [[https://www.uibk.ac.at/​informatik/kontakt/​anfahrt.html.en|directions]].
  
 **Legal Notice:** See the [[:​impressum|Impress and Privacy Notice]]. **Legal Notice:** See the [[:​impressum|Impress and Privacy Notice]].
start.1582608319.txt.gz · Last modified: 2020/02/25 06:25 by IIS Webadmin