dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees | Paper Citation Record

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: TOOLympics@ETAPS

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This paper cites In: Cussens, J., Zhang, K.

dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: Cussens, J., Zhang, K

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: CA V (2)

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees WIREs Data Min- ing Knowl

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

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: TACAS (2)

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

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This paper cites In: VMCAI (2025).

dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: VMCAI (2025)

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This paper cites MIT Press (2008), https://mitpress.mit.edu/books/principles-model-checking.

dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees MIT Press (2008), https://mitpress.mit.edu/books/principles-model-checking

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: Bengio, S., Wallach, H., Larochelle, H., Grauman, K., Cesa-Bianchi, N., Garnett, R

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees https://doi.org/10.1145/3632935

Reference 13

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: CA V (1)

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees https://doi.org/10.1007/978-3-032-09524-4_7

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

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: Proceedings of the Twenty-Ninth International Conference on International Joint Conferences on Artificial Intelligence

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: HSCC ’25: Proceedings of the 28th ACM International Conference on Hybrid Systems: Computation and Control (2025)

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: TACAS (2)

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees Formal Meth- ods Syst

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

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: PAPM-PROBMIV

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This paper cites Proceedings of the AAAI Conference on Artificial Intelligence29(1) (Feb 2015).

dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees Proceedings of the AAAI Conference on Artificial Intelligence29(1) (Feb 2015)

Reference 25

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This paper cites Journal of Machine Learning Research23(26), 1–47 (2022), http://jmlr.org/papers/v23/20-520.html.

dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees Journal of Machine Learning Research23(26), 1–47 (2022), http://jmlr.org/papers/v23/20-520.html

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning?

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: xAI (2)

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

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: Sankaranarayanan, S., Sharygina, N

Reference 33

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees STTT (to 12 appear), preprint available on github (2026), https://sjunges.github.io/ files/revised_practitioners_guide.pdf

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: TACAS (1)

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees https://doi.org/10.2759/177365

Reference 39

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: Proceedings of the ninth annual ACM symposium on Principles of distributed computing

Reference 40

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

Reference 41

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

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

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: 2022 International Conference on Robotics and Automation, ICRA 2022, Philadel- phia, PA, USA, May 23-27, 2022

Reference 45

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: Workshop on Interpretable Policies in Reinforcement Learning @RLC-2024 (2024), https://openreview.net/forum?id=zafp5CwoTq

Reference 46

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: Enea, C., Lal, A

Reference 47

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: CA V (1)

Reference 50

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

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: 2010 IEEE Globecom Workshops

Reference 52

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: Bouajjani, A., Holík, L., Wu, Z

Reference 53

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: CA V (3)

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees Information Systems Management39(1), 53–63 (2022)

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees McGraw-Hill Series in Computer Science, McGraw-Hill (1997), https://www.worldcat

Reference 57

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: International Conference on Tools and Algorithms for the Construction and Analysis of Systems

Reference 58

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Reference 59

Resolution: verified exact; doi, observed 2026-08-01T01:10:58.013907Z

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This paper cites Appl.62, 333–346 (2016).

dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees Appl.62, 333–346 (2016)

Reference 60

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Observation c2b80ab1-8d38-45bf-96c4-12145ecb59ee · outbound

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

Reference 61

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: Proceedings of the third annual ACM symposium on Principles of distributed computing

Reference 62

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees Wiley Series in Probability and Statistics, Wiley (1994)

Reference 63

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Reference 64

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

Reference 66

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

Reference 67

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Observation e44553b2-4f9d-462e-a326-a3304c90c4bd · outbound

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

Reference 68

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Observation 85da2675-da64-4bd3-a6c3-c265811ee5ba · outbound

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

Reference 69

Resolution: verified exact; doi, observed 2026-08-01T01:10:57.816339Z

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Observation 3d4a750e-287d-4462-b815-c172f6dce321 · outbound

This paper cites In: Dy, J., Krause, A.

dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees In: Dy, J., Krause, A

Reference 70

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Reference 71

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees •dtNESt: We tried using the artefact at DOI 10.5281/ zenodo.15642001

Reference 73

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees We start by comparing the different datasets in Tables IV to VI and find that, depending on the model, the impact of the heuristics varies widely

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-01T01:10:35.432709Z

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees Results are shown in Table IV forPermissive, Table V forCombined, and Table VI andController

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-01T01:10:35.435333Z

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Observation 2794f64f-88b0-4e2f-825f-04b109fd605d · outbound

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees We highlight the columns fordtPaynt

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-01T01:10:35.437952Z

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

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-01T01:10:35.440538Z

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees We also exclude the time for pruning, as pruning often tends to exhaust the given budget

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-01T01:10:35.443190Z

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Observation 512a2967-2460-45ff-90d5-0a6ba2443506 · outbound

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dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees For both, we measured the time outside of the Docker container, meaning the time includes startup and shut- down

Reference 79

Resolution: malformed identifier; no resolver link, observed 2026-08-01T01:10:35.445507Z

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Observation 2ead72b4-777f-4751-b2b3-867995ece6e4 · outbound

This paper cites https://doi.org/10.24963/ijcai.2023/42.

dtControl2+$\varepsilon$: Trading Optimality for Explainability in MDPs via Decision Trees https://doi.org/10.24963/ijcai.2023/42

Reference 381

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