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<titleInfo><title>Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration</title></titleInfo>


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<name type="personal">
  <namePart type="given">Hans</namePart>
  <namePart type="family">Sachs</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">64589</identifier></name>
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  <namePart type="given">Yusuf</namePart>
  <namePart type="family">Aykin</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">84542</identifier></name>
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  <namePart type="given">Victor</namePart>
  <namePart type="family">Sardenberg</namePart>
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  <namePart type="given">Bo</namePart>
  <namePart type="family">Schneider</namePart>
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<abstract lang="eng">This paper investigates co-creativity in architectural robotics through
a design-research experiment that repositions the robot from a fabrication tool
to an active collaborator in spatial exploration. A turn-based assembly process
enables a human designer and a robotic arm to alternately place modular bricks
within a shared three-dimensional environment. Each move is evaluated through
computational rules—support, stability, and collision—and interpreted in real
time via an AI image-to-image diffusion model. This sequential exchange
establishes a reciprocal design dialogue: the human reads the robot’s action as
a spatial proposition, while the robot responds to the evolving structure.
Creative agency becomes distributed across human and machine, encouraging
reflection on intent and positioning robotic intelligence as a source of suggestion
rather than execution. By prioritizing responsiveness and interpretation over
efficiency, the research challenges conventional file-to-factory paradigms and
frames robotics as an active participant in design thinking. It contributes to
discussions on human–machine collaboration by proposing co-creative robotics
as a framework for rethinking authorship in architecture.
Keywords. Human–robot Collaboration, Co-Creation, Computational
Creativity, Robotic Fabrication, Artificial Intelligence, Digital Fabrication,
Generative Models, Discrete Assembly, Human–Machine Interaction.</abstract>

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<originInfo><publisher>CumInCAD</publisher><dateIssued encoding="w3cdtf">2026</dateIssued><place><placeTerm type="text">Lübeck</placeTerm></place>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<subject><topic>Co Creative Robots</topic><topic>Collaborative Robots</topic><topic>Design</topic><topic>Architecture</topic>
</subject>


<relatedItem type="host"><titleInfo><title>eCAADe 2026 - Informed creativity in architecture and engineering</title></titleInfo>
<part><detail type="volume"><number>44</number></detail><extent unit="pages">357-366</extent>
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<ama>Sachs H, Aykin Y, Sardenberg V, Schneider B. &lt;i&gt;Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration&lt;/i&gt;. Vol 44. 1st ed. (eCAADe  eCaade, ed.). CumInCAD; 2026:357-366.</ama>
<din1505-2-1>&lt;span style=&quot;font-variant:small-caps;&quot;&gt;Sachs, Hans&lt;/span&gt; ; &lt;span style=&quot;font-variant:small-caps;&quot;&gt;Aykin, Yusuf&lt;/span&gt; ; &lt;span style=&quot;font-variant:small-caps;&quot;&gt;Sardenberg, Victor&lt;/span&gt; ; &lt;span style=&quot;font-variant:small-caps;&quot;&gt;Schneider, Bo&lt;/span&gt; ; &lt;span style=&quot;font-variant:small-caps;&quot;&gt;eCAADe,  eCaade&lt;/span&gt; (Hrsg.): &lt;i&gt;Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration&lt;/i&gt;, &lt;i&gt;2&lt;/i&gt;. Bd. 44. 1. Aufl. CumInCAD : CumInCAD, 2026</din1505-2-1>
<apa>Sachs, H., Aykin, Y., Sardenberg, V., &amp;#38; Schneider, B. (2026). Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration. In  eCaade eCAADe (Ed.), &lt;i&gt;eCAADe 2026 - Informed creativity in architecture and engineering&lt;/i&gt; (1st ed., Vol. 44, pp. 357–366). CumInCAD.</apa>
<mla>Sachs, Hans, et al. “Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration.” &lt;i&gt;ECAADe 2026 - Informed Creativity in Architecture and Engineering&lt;/i&gt;, edited by eCaade eCAADe, 1st ed., vol. 44, CumInCAD, 2026, pp. 357–66.</mla>
<chicago>Sachs, Hans, Yusuf Aykin, Victor Sardenberg, and Bo Schneider. &lt;i&gt;Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration&lt;/i&gt;. Edited by eCaade eCAADe. &lt;i&gt;ECAADe 2026 - Informed Creativity in Architecture and Engineering&lt;/i&gt;. 1st ed. Vol. 44. 2. CumInCAD: CumInCAD, 2026.</chicago>
<havard>H. Sachs, Y. Aykin, V. Sardenberg, B. Schneider, Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration, 1st ed., CumInCAD, CumInCAD, 2026.</havard>
<chicago-de>Sachs, Hans, Yusuf Aykin, Victor Sardenberg und Bo Schneider. 2026. &lt;i&gt;Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration&lt;/i&gt;. Hg. von eCaade eCAADe. &lt;i&gt;eCAADe 2026 - Informed creativity in architecture and engineering&lt;/i&gt;. 1. Aufl. Bd. 44. 2. CumInCAD: CumInCAD.</chicago-de>
<short>H. Sachs, Y. Aykin, V. Sardenberg, B. Schneider, Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration, 1st ed., CumInCAD, CumInCAD, 2026.</short>
<van>Sachs H, Aykin Y, Sardenberg V, Schneider B. Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration. 1st ed. eCAADe  eCaade, editor. eCAADe 2026 - Informed creativity in architecture and engineering. CumInCAD: CumInCAD; 2026. (2; vol. 44).</van>
<ufg>&lt;b&gt;Sachs, Hans u. a.&lt;/b&gt;: Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration, Bd. 44, hg. von eCAADe, eCaade, CumInCAD &lt;sup&gt;1&lt;/sup&gt;2026 (2).</ufg>
<ieee>H. Sachs, Y. Aykin, V. Sardenberg, and B. Schneider, &lt;i&gt;Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration&lt;/i&gt;, 1st ed., vol. 44. CumInCAD: CumInCAD, 2026, pp. 357–366.</ieee>
<bjps>&lt;b&gt;Sachs H &lt;i&gt;et al.&lt;/i&gt;&lt;/b&gt; (2026) &lt;i&gt;Co-Creative Robotics Turn-Based Human–Robot Assembly for Architectural Design Exploration&lt;/i&gt;, 1st ed., eCAADe  eCaade (ed.). CumInCAD: CumInCAD.</bjps>
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