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<titleInfo><title>DP-MCTS: Deep Playout-Driven MCTS for Approximate Accelerator Design</title></titleInfo>


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<name type="personal">
  <namePart type="given">Muhammad</namePart>
  <namePart type="family">Awais</namePart>
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  <namePart type="given">Hassan Ghasemzadeh</namePart>
  <namePart type="family">Mohammadi</namePart>
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  <namePart type="given">Sayed Morteza</namePart>
  <namePart type="family">Jawadi</namePart>
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  <namePart type="given">Marco</namePart>
  <namePart type="family">Platzner</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">398</identifier></name>







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<originInfo><publisher>IEEE</publisher><dateIssued encoding="w3cdtf">2026</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<relatedItem type="host"><titleInfo><title>2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)</title></titleInfo><identifier type="doi">10.1109/ddecs69233.2026.11520986</identifier>
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<apa>Awais, M., Mohammadi, H. G., Jawadi, S. M., &amp;#38; Platzner, M. (2026). DP-MCTS: Deep Playout-Driven MCTS for Approximate Accelerator Design. &lt;i&gt;2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)&lt;/i&gt;. &lt;a href=&quot;https://doi.org/10.1109/ddecs69233.2026.11520986&quot;&gt;https://doi.org/10.1109/ddecs69233.2026.11520986&lt;/a&gt;</apa>
<ama>Awais M, Mohammadi HG, Jawadi SM, Platzner M. DP-MCTS: Deep Playout-Driven MCTS for Approximate Accelerator Design. In: &lt;i&gt;2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)&lt;/i&gt;. IEEE; 2026. doi:&lt;a href=&quot;https://doi.org/10.1109/ddecs69233.2026.11520986&quot;&gt;10.1109/ddecs69233.2026.11520986&lt;/a&gt;</ama>
<bibtex>@inproceedings{Awais_Mohammadi_Jawadi_Platzner_2026, title={DP-MCTS: Deep Playout-Driven MCTS for Approximate Accelerator Design}, DOI={&lt;a href=&quot;https://doi.org/10.1109/ddecs69233.2026.11520986&quot;&gt;10.1109/ddecs69233.2026.11520986&lt;/a&gt;}, booktitle={2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)}, publisher={IEEE}, author={Awais, Muhammad and Mohammadi, Hassan Ghasemzadeh and Jawadi, Sayed Morteza and Platzner, Marco}, year={2026} }</bibtex>
<chicago>Awais, Muhammad, Hassan Ghasemzadeh Mohammadi, Sayed Morteza Jawadi, and Marco Platzner. “DP-MCTS: Deep Playout-Driven MCTS for Approximate Accelerator Design.” In &lt;i&gt;2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)&lt;/i&gt;. IEEE, 2026. &lt;a href=&quot;https://doi.org/10.1109/ddecs69233.2026.11520986&quot;&gt;https://doi.org/10.1109/ddecs69233.2026.11520986&lt;/a&gt;.</chicago>
<mla>Awais, Muhammad, et al. “DP-MCTS: Deep Playout-Driven MCTS for Approximate Accelerator Design.” &lt;i&gt;2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS)&lt;/i&gt;, IEEE, 2026, doi:&lt;a href=&quot;https://doi.org/10.1109/ddecs69233.2026.11520986&quot;&gt;10.1109/ddecs69233.2026.11520986&lt;/a&gt;.</mla>
<short>M. Awais, H.G. Mohammadi, S.M. Jawadi, M. Platzner, in: 2026 IEEE 29th International Symposium on Design and Diagnostics of Electronic Circuits and Systems (DDECS), IEEE, 2026.</short>
<ieee>M. Awais, H. G. Mohammadi, S. M. Jawadi, and M. Platzner, “DP-MCTS: Deep Playout-Driven MCTS for Approximate Accelerator Design,” 2026, doi: &lt;a href=&quot;https://doi.org/10.1109/ddecs69233.2026.11520986&quot;&gt;10.1109/ddecs69233.2026.11520986&lt;/a&gt;.</ieee>
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