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Michal Rolínek

Planning from Pixels in Environments with Combinatorially Hard Search Spaces

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Oct 12, 2021
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CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints

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May 05, 2021
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Neuro-algorithmic Policies enable Fast Combinatorial Generalization

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Feb 15, 2021
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Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers

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Mar 25, 2020
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Optimizing Rank-based Metrics with Blackbox Differentiation

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Dec 07, 2019
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Differentiation of Blackbox Combinatorial Solvers

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Dec 04, 2019
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