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Andriushchenko, R · 2025 · Lecture notes in computer science · DOI 10.1007/978-3-031-98679-6_8

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees

cs.AI · 2026-07-28 · conditional · novelty 6.0

A tool constructs ε-optimal decision-tree controllers for MDPs, yielding trees orders of magnitude smaller than existing tools.

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees cs.AI · 2026-07-28 · conditional · none · ref 4
A tool constructs ε-optimal decision-tree controllers for MDPs, yielding trees orders of magnitude smaller than existing tools.

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