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Playing and Autonomous Testing</i> at <a href="https://www.standort-tirol.at/page.cfm?vpath=veranstaltungen&genericpageid=23118">Taste Digitalization – CAMPUS:digi:TOUR (4)</a>, ICT, Universität Innsbruck.</td></tr><tr valign="top"><td>2018-10-05</td><td>Justus Piater gives an invited talk <i>Perception of Abstract Concepts</i> at <a href="http://iros2018-uvsp.org/">Unconventional Sensing and | Playing and Autonomous Testing</i> at <a href="https://www.standort-tirol.at/page.cfm?vpath=veranstaltungen&genericpageid=23118">Taste Digitalization – CAMPUS:digi:TOUR (4)</a>, ICT, Universität Innsbruck.</td></tr><tr valign="top"><td>2018-10-05</td><td>Justus Piater gives an invited talk <i>Perception of Abstract Concepts</i> at <a href="http://iros2018-uvsp.org/">Unconventional Sensing and | ||
Processing for Robotic Visual Perception</a>, Madrid, Spain.</td></tr><tr valign="top"><td>2018-09-21</td><td>Justus Piater gives an invited talk <i>Concept Learning For Robot Intelligence</i> at <a href="https://www.uibk.ac.at/congress/quantum-machine-learning-plus/index.html.en">Conference | Processing for Robotic Visual Perception</a>, Madrid, Spain.</td></tr><tr valign="top"><td>2018-09-21</td><td>Justus Piater gives an invited talk <i>Concept Learning For Robot Intelligence</i> at <a href="https://www.uibk.ac.at/congress/quantum-machine-learning-plus/index.html.en">Conference | ||
- | on Quantum Machine Learning Plus</a>, Innsbruck, Austria.</td></tr><tr valign="top"><td>2018-07-17</td><td>Simon Haller and Nicolas Stolz appear in the media: <a href="https://www.uibk.ac.at/informatik/news/medienspiegel/nachlesen/2018_07_17_roboter_zu_besuch_in_liechtenstein-liechtensteiner-vaterland.pdf"> | + | on Quantum Machine Learning Plus</a>, Innsbruck, Austria. <span class="actions"><a href="javascript:void(0)" onclick="showHide('newsitem40', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem40Abstract" style="display:none">Current robot learning, and machine learning in general, |
+ | requires carefully-engineered setups (environments, objective | ||
+ | functions, training data, etc.) for learning to succeed. | ||
+ | Perception and action spaces are specially crafted to meet the | ||
+ | requirements of the learning objective, which is specified in | ||
+ | advance. How can we construct robot learning systems that can | ||
+ | learn in an open-ended fashion, acquire skills not foreseen by its | ||
+ | designers, and scale up to virtually unlimited levels of | ||
+ | complexity? I argue that a key to achieving this lies in the | ||
+ | robot's ability to learn abstract concepts that can be reused as a | ||
+ | basis for future learning, both in autonomous exploration and for | ||
+ | teaching by humans.</blockquote></td></tr><tr valign="top"><td>2018-07-17</td><td>Simon Haller and Nicolas Stolz appear in the media: <a href="https://www.uibk.ac.at/informatik/news/medienspiegel/nachlesen/2018_07_17_roboter_zu_besuch_in_liechtenstein-liechtensteiner-vaterland.pdf"> | ||
Roboter zu Besuch in Liechtenstein | Roboter zu Besuch in Liechtenstein | ||
</a>.</td></tr><tr valign="top"><td>2018-07-03</td><td>Simon Haller teaches a tutorial <i>Wie kann ein Roboter lernen, die Welt zu verstehen?</i> at Campustag BORG Schwaz, Universität Innsbruck.</td></tr><tr valign="top"><td>2018-06-30</td><td>Philipp Zech, Barry Ridge, and Emre Ugur co-organize the <a href="https://afford.gitlab.io/rss-workshop/">1st | </a>.</td></tr><tr valign="top"><td>2018-07-03</td><td>Simon Haller teaches a tutorial <i>Wie kann ein Roboter lernen, die Welt zu verstehen?</i> at Campustag BORG Schwaz, Universität Innsbruck.</td></tr><tr valign="top"><td>2018-06-30</td><td>Philipp Zech, Barry Ridge, and Emre Ugur co-organize the <a href="https://afford.gitlab.io/rss-workshop/">1st | ||
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Robotics</a>.</td></tr><tr valign="top"><td>2018-06-30</td><td>Justus Piater gives an invited talk <i>Objects, Parts, Functions, Affordances, Actions, and Tasks</i> at <a href="https://afford.gitlab.io/rss-workshop/">1st | Robotics</a>.</td></tr><tr valign="top"><td>2018-06-30</td><td>Justus Piater gives an invited talk <i>Objects, Parts, Functions, Affordances, Actions, and Tasks</i> at <a href="https://afford.gitlab.io/rss-workshop/">1st | ||
International Workshop on Computational Models of Affordance in | International Workshop on Computational Models of Affordance in | ||
- | Robotics</a>, Pittsburgh, PA, USA.</td></tr><tr valign="top"><td>2018-06-12</td><td>Justus Piater, Simon Haller, and Olaf Köhler appear in the media: <a href="https://www.uibk.ac.at/newsroom/music-globe-und-cubeat.html.de"> | + | Robotics</a>, Pittsburgh, PA, USA. <span class="actions"><a href="javascript:void(0)" onclick="showHide('newsitem45', 'Abstract')">[Abstract]</a></span><blockquote id="newsitem45Abstract" style="display:none">Human-made objects are constructed with functional |
+ | parts. These are closely related to affordances; e.g., a handle | ||
+ | is a part whose function is to be grasped and that affords | ||
+ | grasping. It is these affordances that robots need to detect to | ||
+ | perform tasks flexibly using unknown objects. Since affordances | ||
+ | are often associated with parts, it makes sense for the | ||
+ | segmentation of unknown objects into parts for affordance | ||
+ | detection to be driven by known affordances. Then, the | ||
+ | suitability of an object for a given task is often characterized | ||
+ | by the combination of the actions its various parts afford. For | ||
+ | example, to drive a nail into the wall you would like an object | ||
+ | that possesses a part that affords pounding and another that | ||
+ | affords grasping. I will discuss methods that allow robots to | ||
+ | learn to segment objects in terms of their affordances, and to | ||
+ | learn the suitability of objects for specific tasks as a function | ||
+ | of their combination of affordances.</blockquote></td></tr><tr valign="top"><td>2018-06-12</td><td>Justus Piater, Simon Haller, and Olaf Köhler appear in the media: <a href="https://www.uibk.ac.at/newsroom/music-globe-und-cubeat.html.de"> | ||
Music Globe und Cubeat | Music Globe und Cubeat | ||
</a>.</td></tr><tr valign="top"><td>2018-06-12</td><td>Simon Haller teaches a tutorial <i>Robotics im Klassenzimmer</i> at <a href="https://www.uibk.ac.at/informatik/schule/inday-teachers/index.html.de">InDay Teachers 2018</a>, Universität Innsbruck.</td></tr><tr valign="top"><td>2018-04-24</td><td>Justus Piater gives an invited talk <i>Intelligente Roboter – Freund, Feind oder | </a>.</td></tr><tr valign="top"><td>2018-06-12</td><td>Simon Haller teaches a tutorial <i>Robotics im Klassenzimmer</i> at <a href="https://www.uibk.ac.at/informatik/schule/inday-teachers/index.html.de">InDay Teachers 2018</a>, Universität Innsbruck.</td></tr><tr valign="top"><td>2018-04-24</td><td>Justus Piater gives an invited talk <i>Intelligente Roboter – Freund, Feind oder |