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start [2022/03/12 06:25]
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start [2025/08/29 17:00] (current)
Justus Piater
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 ===== Working With Us ===== ===== Working With Us =====
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 +<​html><​!--We currently have [[jobs|one open PhD position]].--></​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>​2022-02-19</​td><​td>​Justus Piater gives an invited ​talk <i>Learning as a Creative Process in Humans ​and +<​HTML><​table><​tr valign="​top"><​td>​2025-07-15</​td><​td>​Justus Piater gives an invited ​keynote ​<i>Making robots learn to perceive ​and act with 
-    ​Machines</i> at <a href="​https://​www.philosophie.uni-konstanz.de/ag-mueller/online-workshop-on-agency-life-and-creativity/">Workshop +    ​understanding</i> at <a href="​https://​www.uibk.ac.at/en/congress/​multibody2025/">The 
-    on “Agency, Life, and Creativity”</​a>, ​online. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem0',​ '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="​newsitem0Abstract"​ style="​display:​none">​Humans constantly engage in creative activity such as +    ​12th ECCOMAS Thematic Conference ​on Multibody Dynamics</​a>, ​Innsbruck. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem0',​ '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="​newsitem0Abstract"​ style="​display:​none">​The flexibility and robustness of current robots is 
-    ​finding explanations,​ improving technology, or solving novel +    ​limited by their lack of understanding of their environment. For 
-    ​problems ​in everyday lifeEven imitating other humans, e.g. while +    ​this reason, most robots operate ​in controlled environments
-    learning ​new skill, is creative in that the imitator has to +    ​Machine ​learning ​can circumvent modeling problems but introduces 
-    ​infer the conceptual ​structure ​underlying the observed +    ​new problems of generalizing from examples. How can robots acquire 
-    ​manifestation and to regenerate the latter ​from the former. In +    ​understanding (of structure, function, causality, etc.) that 
-    ​contrast, ​current ​AI-enabled agents are unable to generate and +    ​allows them to generalize ​from sparse experience? Motivated by 
-    draw upon such conceptual structures. Their learning ​is mostly +    ​shortcomings of current ​machine-learning ​methods, I will argue 
-    ​driven by statistics, and any ability to produce novelty ​is +    ​that &​quot;​understanding&​quot; ​is a meaningful notion in AI that reaches 
-    ​largely limited to trial and error. I will try to characterize +    ​beyond prediction ​and control. I will discuss examples of our 
-    ​this fundamental difference between ​learning ​in human and +    ​recent work on learning ​visual relational concepts, extrapolation 
-    ​artificial agents, and will discuss possible technological +    of learned movements beyond the training distribution,​ learning of 
-    ​approaches that might help close this gap.</​blockquote></​td></​tr><​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 +    symbolic concepts ​and rules, and structure-driven skill learning 
-    ​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 +    ​from sensorimotor experience. Our long-term objective is to 
-    Bedarfserweckung?​</i> at <a href="​https://​medical-update-hall.com/veranstaltungen/">​Medical +    improve abstraction,​ generalization,​ robustness, and ultimately 
-    Update Hall 2021 – Fit für das neue Jahrzehnt<​/a>, UMIT, Hall 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 Citizenship,​ Vrije Universiteit Amsterdam. <span class="​actions"><a href="​javascript:void(0)"​ onclick="​showHide('​newsitem3'​'​Abstract'​)">​[Abstract]</a></​span><​blockquote id="​newsitem3Abstract"​ style="​display:​none">​Growing data processing capacities and progress in +    ​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:​ 
-    analytical methods and artificial intelligence are motivating +    ​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 2025Streif­züge an den Naht­stel­len von MedienBil­dung 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 Roboter, was 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 
-    entire branches of science to raise new questions and to develop +    ​Seminar: AI in Law and Practice: Regional Perspectives on European 
-    new approaches. This digital transformation requires progressive, +    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 Lieber gleich berechtigt als später: Hallo KIhilfst du 
-    interdisciplinary synergies between the computational sciences and +    uns bei der Gleichstellung?​!Tiroler Bildungsinstitut Grillhof Vill. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem6', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem6Abstract" style="​display:​none">​Künstliche Intelligenz&​quot;​ bezeichnet derzeit Systemedie 
-    all other scientific disciplines. ​ The Digital Science Center +    ​auf maschinellem Lernen (ML) basierenDieser Workshop führt in 
-    (DiSC) at the University of Innsbruck ​meets this challenge by +    ​die Grundlagen des ML einmit besonderem Augenmerk auf neuronale 
-    integrating and promoting digitalisation of scientific research. +    ​Netze, der derzeit populärsten ML-TechnologieDarauf aufbauend 
-    In this talk I will present some examples of interdisciplinary +    ​vermittelt er ein Grundverständnis für prinzipielle Möglichkeiten 
-    research by DiSC staff researchers who are experts in specific +    ​und Grenzen von ML und warum es mit derzeitigen Mitteln extrem 
-    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 +    ​schwierig istDiskriminierung ​in KI-Systemen zu 
-    and Open Lab on Field Robotics - Interdisciplinary aspects of +    ​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><​tr valign="​top"><​td>​2025-02-26</td><td>Marko Zarić teaches ​tutorial <i>Einführung in das Programmieren mit Microcontrollern</​i>​ at STAIR-Lab INNALP Workshop für das Gymnasium Ursulinenen InnsbruckUniversität Innsbruck.</​td></​tr><​tr valign="​top"><​td>​2025-01-31</​td><​td>​Justus Piater ​gives an invited ​lecture ​<i>High-Level AI For Autonomous Robots</i> at <a href="https://elias-ai.eu/event/​ellis-vismac/">ELIAS-ELLIS-VISMAC 
-    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 +    Winter School 2025</​a>​BrunicoItaly. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem9',​ '​Abstract'​)">​[Abstract]</a></​span><​blockquote id="​newsitem9Abstract"​ style="​display:​none">​What barriers will have to be overcome to raise the 
-    ​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 UCanadaonline. <span class="​actions"><​a href="​javascript:​void(0)"​ onclick="​showHide('​newsitem7', '​Abstract'​)">​[Abstract]</​a></​span><​blockquote id="newsitem7Abstract" style="​display:​none">​With every spectacular achievement of a machine learning +    flexibility and robustness of autonomous robots to the next level? 
-    systemthe long-elusive AI breakthrough is popularly proclaimed +    I argue that current AI methods are unlikely to get thereno 
-    ​to be just around the corner Most recent successes have been due +    matter how far we scale them upRobots need to be able to 
-    ​in large part to massive data and computationin particular using +    &​quot;​understand&​quot;​ their environment in ways that reach beyond 
-    ​deep artificial neural networks. ​ But can artificial cognition +    prediction and control. I will discuss examples of work (ours and 
-    really be achieved just by further scaling up existing +    others'​) on learning visual relational concepts, extrapolation of 
-    machine-learning techniques? ​ I discuss examples of simple, +    learned movements beyond the training distribution,​ learning of 
-    perceptual problems that are easily solved by humans but very +    symbolic concepts and rules, and structure-driven skill learning 
-    difficult for today'​s machine learning methods These problems +    from sensorimotor experience.</​blockquote>​</​td></​tr></​table></​HTML>​
-    ​reflect how humans conceptualize their world. ​ Their mastery is +
-    ​thus likely to be an essential prerequisite for autonomous robots +
-    ​to attain higher levels of cognitive abilities. ​ To get there+
-    few core issues can be identified that should drive research ​in +
-    ​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 onlineGMARInnsbruck</​a>, ​online.</​td></​tr></​table></​HTML>​+
  
 [[news|Older News]] [[news|Older News]]
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 Austria Austria
  
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