[REVIEW]: madupite: A High-Performance Distributed Solver for Large-Scale Markov Decision Processes

[editorialbot]

Submitting author: @gmatilde (Matilde Gargiani)
Repository: https://github.com/madupite/madupite
Branch with paper.md (empty if default branch):
Version: v1.0.0
Editor: @logological
Reviewers: @lukeolson, @victorapm, @bhttchr6
Archive: Pending

Status

Status badge code:

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Markdown: [![status](https://joss.theoj.org/papers/b7796be0782d9feb0bf5fb3bc37bc7e4/status.svg)](https://joss.theoj.org/papers/b7796be0782d9feb0bf5fb3bc37bc7e4)

Reviewers and authors:

Please avoid lengthy details of difficulties in the review thread. Instead, please create a new issue in the target repository and link to those issues (especially acceptance-blockers) by leaving comments in the review thread below. (For completists: if the target issue tracker is also on GitHub, linking the review thread in the issue or vice versa will create corresponding breadcrumb trails in the link target.)

Reviewer instructions & questions

@lukeolson & @victorapm & @bhttchr6, your review will be checklist based. Each of you will have a separate checklist that you should update when carrying out your review.
First of all you need to run this command in a separate comment to create the checklist:

@editorialbot generate my checklist

The reviewer guidelines are available here: https://joss.readthedocs.io/en/latest/reviewer_guidelines.html. Any questions/concerns please let @logological know.

✨ Please start on your review when you are able, and be sure to complete your review in the next six weeks, at the very latest ✨

Checklists

📝 Checklist for @lukeolson

[editorialbot]

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[editorialbot]

Reference check summary (note 'MISSING' DOIs are suggestions that need verification):

✅ OK DOIs

- 10.1016/j.ifacol.2023.10.316 is OK
- 10.1109/TAC.2023.3270060 is OK
- 10.5281/zenodo.11844058 is OK
- 10.1111/ecog.00888 is OK
- 10.1287/inte.15.6.73 is OK
- 10.1007/978-3-319-47766-4_6 is OK
- 10.1016/j.ifacol.2016.07.012 is OK
- 10.2172/2205494 is OK
- 10.1007/978-1-4612-1986-6_8 is OK
- 10.1016/j.parco.2021.102831 is OK
- 10.1007/s10107-014-0783-z is OK
- 10.1109/LCSYS.2022.3181213 is OK

🟡 SKIP DOIs

- No DOI given, and none found for title: Inexact Policy Iteration Methods for Large-Scale M...
- No DOI given, and none found for title: Markov decision processes with applications to fin...
- No DOI given, and none found for title: Handbook of Markov Decision Processes: Methods and...
- No DOI given, and none found for title: PETSc Web page
- No DOI given, and none found for title: nanobind: tiny and efficient C++/Python bindings
- No DOI given, and none found for title: Dynamic Programming and Optimal Control, Vol. II
- No DOI given, and none found for title: Dynamic Programming
- No DOI given, and none found for title: Reinforcement Learning: An Introduction

❌ MISSING DOIs

- None

❌ INVALID DOIs

- None

[editorialbot]

Software report:

github.com/AlDanial/cloc v 1.90  T=0.05 s (1126.0 files/s, 298721.6 lines/s)
-------------------------------------------------------------------------------
Language                     files          blank        comment           code
-------------------------------------------------------------------------------
SVG                              2              0             39           9447
C++                             11            300            113           1417
Python                          14            300            125            898
C/C++ Header                     8            157            123            554
Jupyter Notebook                 3              0            657            379
reStructuredText                 8            305            397            216
TeX                              1              0              0            184
CMake                            1             26             18            122
YAML                             4             10             13            122
Markdown                         3             40              0            116
DOS Batch                        1              8              1             26
TOML                             1              3              0             23
make                             1              4              7              9
Bourne Shell                     3              6             11              7
-------------------------------------------------------------------------------
SUM:                            61           1159           1504          13520
-------------------------------------------------------------------------------

Commit count by author:

   148	Robin Sieber
   125	Robin
    79	Philip Pawlowsky
    64	Vaclav Hapla
    47	gmatilde
     6	vhapla
     5	ppawlowsky
     4	philippawlowsky
     2	Matilde Gargiani

[editorialbot]

Paper file info:

📄 Wordcount for paper.md is 1253

✅ The paper includes a Statement of need section

[editorialbot]

License info:

✅ License found: MIT License (Valid open source OSI approved license)

[editorialbot]

👉📄 Download article proof 📄 View article proof on GitHub 📄 👈

[lukeolson]

Review checklist for @lukeolson

Conflict of interest

• I confirm that I have read the JOSS conflict of interest (COI) policy and that: I have no COIs with reviewing this work or that any perceived COIs have been waived by JOSS for the purpose of this review.

Code of Conduct

• I confirm that I read and will adhere to the JOSS code of conduct.

General checks

• Repository: Is the source code for this software available at the https://github.com/madupite/madupite?
• License: Does the repository contain a plain-text LICENSE or COPYING file with the contents of an OSI approved software license?
• Contribution and authorship: Has the submitting author (@gmatilde) made major contributions to the software? Does the full list of paper authors seem appropriate and complete?
• Substantial scholarly effort: Does this submission meet the scope eligibility described in the JOSS guidelines
• Data sharing: If the paper contains original data, data are accessible to the reviewers. If the paper contains no original data, please check this item.
• Reproducibility: If the paper contains original results, results are entirely reproducible by reviewers. If the paper contains no original results, please check this item.
• Human and animal research: If the paper contains original data research on humans subjects or animals, does it comply with JOSS's human participants research policy and/or animal research policy? If the paper contains no such data, please check this item.

Functionality

• Installation: Does installation proceed as outlined in the documentation?
• Functionality: Have the functional claims of the software been confirmed?
• Performance: If there are any performance claims of the software, have they been confirmed? (If there are no claims, please check off this item.)

Documentation

• A statement of need: Do the authors clearly state what problems the software is designed to solve and who the target audience is?
• Installation instructions: Is there a clearly-stated list of dependencies? Ideally these should be handled with an automated package management solution.
• Example usage: Do the authors include examples of how to use the software (ideally to solve real-world analysis problems).
• Functionality documentation: Is the core functionality of the software documented to a satisfactory level (e.g., API method documentation)?
• Automated tests: Are there automated tests or manual steps described so that the functionality of the software can be verified?
• Community guidelines: Are there clear guidelines for third parties wishing to 1. Contribute to the software 2. Report issues or problems with the software 3. Seek support

Software paper

• Summary: Has a clear description of the high-level functionality and purpose of the software for a diverse, non-specialist audience been provided?
• A statement of need: Does the paper have a section titled 'Statement of need' that clearly states what problems the software is designed to solve, who the target audience is, and its relation to other work?
• State of the field: Do the authors describe how this software compares to other commonly-used packages?
• Quality of writing: Is the paper well written (i.e., it does not require editing for structure, language, or writing quality)?
• References: Is the list of references complete, and is everything cited appropriately that should be cited (e.g., papers, datasets, software)? Do references in the text use the proper citation syntax?