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start [2025/11/07 06:25] (current)
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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]].
-  * [[https://ellis.eu/|ELLIS]] PhD Program: ​[[https://ellis.eu/news/ellis-phd-program-call-for-applications-deadline-november-15-2021|Call for Applications]]+  * [[:​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><​!-- <​html><​!--
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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>​ 
 +</​div>​ 
 +</​html>​
  
 ===== News ===== ===== News =====
  
-<​HTML><​table><​tr valign="​top"><​td>​2021-11-24</​td><​td>​Justus Piater ​is a panelist ​at a public discussion on <a href="​https://​www.linkedin.com/posts/elsa-innsbruck_letzte-woche-fand-zum-elsa-day-am-24112021-activity-6871397038093869057-16-7">Privacy +<​HTML><​table><​tr valign="​top"><​td>​2025-11-19</​td><​td>​Justus Piater ​gives an invited talk <​i>​Structural Understanding – The Grand Challenge of Robot 
-    in the Digital Age</​a>, ​online(Organized ​by ELSA Innsbruck)</​td></​tr><​tr valign="​top"><​td>​2021-10-22</​td><​td>​Justus Piater ​gives an invited ​talk <i>Robotik und KI in der Medizin – nur +    Learning</​i> ​at <a href="​https://​elliit.se/news-and-events/​focus-period-lund-2025/​symposium/">​ELLIIT Focus Period Symposium: Robot Learning</​a>,​ Lund University. (The ELLIIT Focus Period Symposium is the highlight of the five-week focus period, during which young international scholars, ELLIIT researchers and other well-established international academics gather in Lund to work together on joint research challenges.) <span class="​actions"><a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem0',​ '​Abstract'​)">​[Abstract]</a></​span><​blockquote id="​newsitem0Abstract"​ style="​display:​none">​AI has made great progress in recent yearsand the 
-    Bedarfserweckung?​</i> at <a href="​https://​medical-update-hall.com/veranstaltungen/">Medical +    sophistication of robots has been rising with costs fallingYet, 
-    Update Hall 2021 – Fit für das neue Jahrzehnt</​a>, ​UMITHall in Tirol.</​td></​tr><​tr valign="​top"><​td>​2021-08-26</​td><​td>​Justus Piater ​contributes a talk <i>Digital Science at the University of Innsbruck</i> at Aurora Research ​Conference ​Digital Society &amp; Global CitizenshipVrije Universiteit Amsterdam. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem2',​ '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="​newsitem2Abstract"​ style="​display:​none">​Growing data processing capacities ​and progress in +    the capabilities of AI-enabled robots are not keeping pace. I 
-    ​analytical methods and artificial intelligence are motivating +    argue that this is due to a lack of structural understanding ​by 
-    entire branches ​of science to raise new questions and to develop +    current AI systems. I will discuss several lines of research in my 
-    ​new approaches. This digital transformation requires progressive+    lab that seek to enable robots to generalize better and learn 
-    ​interdisciplinary synergies between the computational sciences and +    faster thanks to explicit notions of structure.</​blockquote>​</​td></​tr><​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('​newsitem1'​'​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="​newsitem1Abstract"​ style="​display:​none">​As artificial intelligence reshapes our digital world at a breathtaking pace,  
-    ​all other scientific disciplines The Digital Science Center +    a curious question arises: Where are all the real-world, intelligent robots?  
-    (DiSC) at the University ​of Innsbruck meets this challenge ​by +    While we have mastered the generation of text, images, and video by leveraging vast web-scale datasets, 
-    ​integrating and promoting digitalisation ​of scientific research. +    robotics still faces a fundamental data bottleneck. Reinforcement learning (RL) offers a compelling solution,  
-    ​In this talk I will present some examples of interdisciplinary +    enabling agents to learn autonomously by collecting their own experience.  
-    ​research by DiSC staff researchers who are experts in specific +    However, the path to autonomy is often blocked by the staggering inefficiency of current RL algorithms,​ 
-    ​aspects ​of digital science.</​blockquote></​td></​tr><​tr valign="​top"><​td>​2021-08-24</​td><​td>​Justus Piater ​contributes a lecture ​<i>Picking ​and Placing</i> at <a href="​https://​www.uibk.ac.at/informatik/forschung/gmar-robotics-school-2021.html">2021 GMAR Summer School</​a>, ​Villa Blanka, Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2021-07-01</​td><​td>​Justus Piater and Matteo Saveriano give an invited talk <i>Making Robots Learn to Perceive ​and Act with Understanding</i> at <a href="​https://​webservices.scientificnet.org/rest/entries/api/v1/blobs/200894">Workshop +    which can require millions of trials to master simple tasks. This talk embarks on a quest to tackle this  
-    and Open Lab on Field Robotics ​Interdisciplinary aspects of +    efficiency problem head-on. I will argue that a crucial step toward unlocking the potential of  
-    robotics and its applications in outdoor scenarios</​a>, ​NOI Techpark, Bolzano, Italy.</​td></​tr><​tr valign="​top"><​td>​2021-05-26</​td><​td>​Justus Piater contributes a talk <i>Intelligente und interaktive Systeme</i> at <a href="http://www.gmar.at/aktuell/">GMAR Robotics ​Science +    robot learning lies in a two-pronged approach: first, by developing statistically efficient  
-    Talks</​a>, ​online.</​td></​tr><​tr valign="​top"><​td>​2021-03-24</​td><​td>​Justus Piater gives an invited lecture ​<i>Machine LearningPerception, And Abstract Concepts</i> at Invited lecture at Ontario Tech U, Canada, online. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem6',​ '​Abstract'​)">​[Abstract]<​/a></​span><​blockquote id="​newsitem6Abstract"​ style="​display:​none">​With every spectacular achievement of a machine learning +    algorithms that can reuse data by leveraging sound off-policy techniques, and second,  
-    systemthe long-elusive AI breakthrough is popularly proclaimed +    by designing better action representations for physical, real-world agents 
-    to be just around the corner Most recent successes have been due +    By making our algorithms more efficient and refining their core hypotheses,  
-    in large part to massive data and computation,​ in particular using +    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 
-    deep artificial neural networks. ​ But can artificial cognition +    understanding</i> at <a href="​https://​www.uibk.ac.at/​en/​congress/​multibody2025/">​The 
-    really be achieved just by further scaling up existing +    12th ECCOMAS Thematic ​Conference ​on Multibody Dynamics</​a>​Innsbruck. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem2',​ '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="​newsitem2Abstract"​ style="​display:​none">​The flexibility ​and robustness of current robots is 
-    machine-learning techniques? ​ I discuss examples of simple, +    ​limited by their lack of understanding of their environment. For 
-    perceptual problems that are easily solved by humans but very +    ​this reasonmost robots operate in controlled environments. 
-    difficult for today'​s machine learning methods. ​ These problems +    ​Machine learning can circumvent modeling problems but introduces 
-    reflect how humans conceptualize their world. ​ Their mastery is +    ​new problems of generalizing from examplesHow can robots acquire 
-    thus likely to be an essential prerequisite for autonomous robots +    ​understanding ​(of structure, function, causality, etc.) that 
-    to attain higher levels of cognitive abilities. ​ To get there, a +    allows them to generalize from sparse experience? Motivated ​by 
-    few core issues can be identified that should drive research in +    ​shortcomings ​of current machine-learning methods, I will argue 
-    cognitive robotics.</​blockquote>​</​td></​tr><​tr valign="​top"><​td>​2021-01-28</​td><​td>​Matteo Saveriano ​gives an invited ​talk <i>Making robots to learn from human observation?</i> at <a href="​https://​www.bmeia.gv.at/en/austrian-embassy-ottawa/news/events/​detail/​article/showcasing-young-austrian-scholars-and-scientists-an-original-seven-part-virtual-lectures-ser/​">Showcasing Young Austrian Scholars ​and Scientists, Austrian cultural forum, Ottawa</​a>, ​online.</​td></​tr><​tr valign="​top"><​td>​2021-01-14</​td><​td>​Matteo Saveriano gives an invited talk <i>Hierarchical action decomposition and motion learning for the execution of manipulation tasks</i> at <a href="http://www.gmar.at/aktuell/">​Hello Tyrol calling! Robotics Talk online, GMAR, Innsbruck<​/a>, online.</td></tr><​tr valign="​top"><​td>​2020-11-19</​td><​td>​Justus Piater gives an invited talk <​i>​Machine Learning in Robotics</​i>​ at <a href="​https:​//baiome.org/">bAIome PI Talk, Center for +    ​that &​quot;​understanding&​quot;​ is a meaningful notion in AI that reaches 
-    ​Biomedical AIUniversity Medical Center Hamburg-Eppendorf</​a>, ​online. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem10', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem10Abstract" style="​display:​none">​Machine Learning increasingly equips robots with +    beyond prediction and control. ​I will discuss ​examples of our 
-    ​learning capabilities and flexibility This will enable them to +    ​recent work on learning visual relational concepts, extrapolation 
-    act purposefully ​in unstructured environments and to react to +    of learned movements beyond the training distribution,​ learning of 
-    ​unforeseen events. ​ People can teach them intuitively to perform +    symbolic concepts and rules, and structure-driven skill learning 
-    ​tasks instead of having to program them in painstaking ways+    from sensorimotor experience. Our long-term objective is to 
-    ​Robots can learn from experience and can improve their behavior +    improve abstraction,​ generalization,​ robustness, and ultimately 
-    ​over time.  In this talk I will give an overview of methods, +    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:​ 
-    ​opportunitiesand challenges of machine learning ​in +    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 action: A 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 AI: Exploring 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 Roboterwas macht eine KI? Entwickle 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 
-    ​robotics.</​blockquote></​td></​tr></​table></​HTML>​+    Seminar: AI in Law and Practice: Regional Perspectives on European 
 +    Rules</​a>, ​Universität Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-03-06</​td><​td>​Justus Piater teaches a tutorial ​<i>Funktionsweise,​ Möglichkeiten 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 
 +    ​gleich berechtigt als später: Hallo KIhilfst du uns bei der 
 +    Gleichstellung?​!</​a>, ​Tiroler Bildungsinstitut Grillhof Vill. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem8', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem8Abstract" style="​display:​none">​Künstliche Intelligenz&​quot;​ bezeichnet derzeit Systeme, die 
 +    ​auf maschinellem Lernen (ML) basierenDieser Workshop führt ​in 
 +    ​die Grundlagen des ML ein, mit besonderem Augenmerk auf neuronale 
 +    ​Netze, der derzeit populärsten ML-TechnologieDarauf aufbauend 
 +    ​vermittelt er ein Grundverständnis für prinzipielle Möglichkeiten 
 +    ​und Grenzen von ML und warum es mit derzeitigen Mitteln extrem 
 +    ​schwierig istDiskriminierung ​in KI-Systemen zu 
 +    ​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 Innsbruck, Universität 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]].
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