From 5fcadacea2efea83fdde2dec776c6317068e9b3b Mon Sep 17 00:00:00 2001 From: Deepak George Thomas Date: Thu, 14 Nov 2024 15:46:06 -0600 Subject: [PATCH 1/4] Add files via upload --- _papers/ICSE-25-a/index.html | 84 +++++++++++++++++++++++++++++++++++ _papers/ICSE-25-a/uprl.pdf | Bin 0 -> 300332 bytes 2 files changed, 84 insertions(+) create mode 100644 _papers/ICSE-25-a/index.html create mode 100644 _papers/ICSE-25-a/uprl.pdf diff --git a/_papers/ICSE-25-a/index.html b/_papers/ICSE-25-a/index.html new file mode 100644 index 00000000..2e6c2137 --- /dev/null +++ b/_papers/ICSE-25-a/index.html @@ -0,0 +1,84 @@ + + + + + + + + + + µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults + + + + + + +
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µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults

+ +

+ By: + Deepak-George Thomas, Matteo Biagiola, Nargiz Humbatova, Mohammad Wardat, Gunel Jahangirova, Hridesh Rajan, Paolo Tonella +

+ + + PDF Download + Download Paper + + +
+ +

Abstract

+

+ + +Reinforcement Learning (RL) is increasingly adopted to train agents that can deal with complex sequential tasks, such as driving an autonomous vehicle or controlling a humanoid robot. Correspondingly, novel approaches are needed to ensure that RL agents have been tested adequately before going to production. Among them, mutation testing is quite promising, especially under the assumption that the injected faults (mutations) mimic the real ones. In this paper, we first describe a taxonomy of real RL faults obtained by repository mining. Then, we present the mutation operators derived from such real faults and implemented in the tool μPRL. Finally, we discuss the experimental results, showing that μPRL is effective at discriminating strong from weak test generators, hence providing useful feedback to developers about the adequacy of the generated test scenarios. + + +

+ +

ACM Reference

+

+ D. Thomas et al., "µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults," in 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE), Ottawa, ON, Canada, 2025, pp. 444-456, doi: 10.1109/ICSE55347.2025.00036. +

+ +

BibTeX Reference

+
@INPROCEEDINGS {,
+author = { Thomas, Deepak-George and Biagiola, Matteo and Humbatova, Nargiz and Wardat, Mohammad and Jahangirova, Gunel and Rajan, Hridesh and Tonella, Paolo },
+booktitle = { 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE) },
+title = {{ µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults }},
+year = {2025},
+volume = {},
+ISSN = {1558-1225},
+pages = {444-456},
+doi = {10.1109/ICSE55347.2025.00036},
+url = {https://doi.ieeecomputersociety.org/10.1109/ICSE55347.2025.00036},
+publisher = {IEEE Computer Society},
+address = {Los Alamitos, CA, USA},
+month =May}
+ +
+
+
+
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zOtYa4ltTBi;jY>9=JkSKx94zgXFRuMEi+=zXOMrFQ^ekIB<{PL?1o#cXSyL*$^**( z6sKWci|u27)gKzbC`_&zS22uNKyJn>z#v@zb}>v+FS6=SVE~a)3zM^Dcw)9@y6QZ3hEryx7T}W5IjWc>z}B`~vj3 zjY4&rz9JNIzpjkd4sBq#BWXXAH8iZoE+IpvOA7v#JqNyu?Jt3{@fm-}+7VnCukg9N zo!fnoNW%coYL?dk0oA+#7pxbHD;gqc`U>aK*T*Gw-Ak06^=+m*x&E-D6B~euj0Xf7 zH#B=WB@HGtlA+cYVc|Mx-xq9noP?(tD9Gg*!4iAP_b#jIt4!8qudnK%xbC5`Ga4K3 zN7fh6y6}K@=3fzPHTAhb>xi;tJfd^ef86FFK$3O?S2J}joEY{0=sT%@5H!UKppiYX zIY35@#vv3Mp{|Vw9IKcNxUJclj8#y*###(hNC6)xuLj-pvWv#93($26~XzPtUX=gb|+AZy5_#*~n4Z9*yg@NohBmjzAlz-GT#);`prEP0 z0S!fI<7M@CX=m{&G{aAWre_-3`f7omSJkk8+7*|{iif4^1Kczo08`su66mRqG_>_a zK>b?U`t}r|SspeIc4h#6bS+W%s{2c3%*u*VkScfs>L`I&e?NNy|&dQymRX@?}<9Te*JLm!Q-DlisJplwfnpx z@xV$B_Yc?Jt literal 0 HcmV?d00001 From bbe88a5ca595898488e0e2a9c1962270b087fbba Mon Sep 17 00:00:00 2001 From: Deepak George Thomas Date: Thu, 14 Nov 2024 16:14:03 -0600 Subject: [PATCH 2/4] Add files via upload --- _papers/ICSE-25-a/index.md | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) create mode 100644 _papers/ICSE-25-a/index.md diff --git a/_papers/ICSE-25-a/index.md b/_papers/ICSE-25-a/index.md new file mode 100644 index 00000000..00b3a7ee --- /dev/null +++ b/_papers/ICSE-25-a/index.md @@ -0,0 +1,24 @@ +--- +key: ICSE-25a +permalink: /papers/ICSE-25a/ +short_name: ICSE '25 +title: "µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults" +bib: | + @INPROCEEDINGS{thomas2025uprl, + author = {Thomas, Deepak-George and Biagiola, Matteo and Humbatova, Nargiz and Wardat, Mohammad and Jahangirova, Gunel and Rajan, Hridesh and Tonella, Paolo}, + booktitle = {2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)}, + title = {{µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults}}, + year = {2025}, + pages = {444-456}, + doi = {10.1109/ICSE55347.2025.00036}, + publisher = {IEEE Computer Society}, + address = {Ottawa, ON, Canada}, + month = {May} + } +kind: conference +download_link: uprl.pdf +publication_year: 2025 +tags: + - testing + - reinforcement-learning +--- From 87b993364b9ef6a44ed065f1cb9700d378f78c16 Mon Sep 17 00:00:00 2001 From: Deepak George Thomas Date: Fri, 15 Nov 2024 05:55:57 -0600 Subject: [PATCH 3/4] Add files via upload --- _papers/ICSE-25-a/index.md | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/_papers/ICSE-25-a/index.md b/_papers/ICSE-25-a/index.md index 00b3a7ee..ec7880b6 100644 --- a/_papers/ICSE-25-a/index.md +++ b/_papers/ICSE-25-a/index.md @@ -1,6 +1,6 @@ --- -key: ICSE-25a -permalink: /papers/ICSE-25a/ +key: ICSE-25-a +permalink: /_papers/ICSE-25-a/ short_name: ICSE '25 title: "µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults" bib: | @@ -9,12 +9,18 @@ bib: | booktitle = {2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE)}, title = {{µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults}}, year = {2025}, + volume = {}, + ISSN = {1558-1225}, pages = {444-456}, + abstract = {Reinforcement Learning (RL) is increasingly adopted to train agents that can deal with complex sequential tasks, such as driving an autonomous vehicle or controlling a humanoid robot. Correspondingly, novel approaches are needed to ensure that RL agents have been tested adequately before going to production. Among them, mutation testing is quite promising, especially under the assumption that the injected faults (mutations) mimic the real ones. In this paper, we first describe a taxonomy of real RL faults obtained by repository mining. Then, we present the mutation operators derived from such real faults and implemented in the tool μPRL. Finally, we discuss the experimental results, showing that μPRL is effective at discriminating strong from weak test generators, hence providing useful feedback to developers about the adequacy of the generated test scenarios.}, + keywords = {reinforcement learning;mutation testing;real faults}, doi = {10.1109/ICSE55347.2025.00036}, + url = {https://doi.ieeecomputersociety.org/10.1109/ICSE55347.2025.00036}, publisher = {IEEE Computer Society}, - address = {Ottawa, ON, Canada}, + address = {Los Alamitos, CA, USA}, month = {May} } + kind: conference download_link: uprl.pdf publication_year: 2025 From 4964e0cc3b42f97c0c6c3ada4a12b2efc6187c60 Mon Sep 17 00:00:00 2001 From: Deepak George Thomas Date: Fri, 15 Nov 2024 06:01:14 -0600 Subject: [PATCH 4/4] Delete _papers/ICSE-25-a/index.html --- _papers/ICSE-25-a/index.html | 84 ------------------------------------ 1 file changed, 84 deletions(-) delete mode 100644 _papers/ICSE-25-a/index.html diff --git a/_papers/ICSE-25-a/index.html b/_papers/ICSE-25-a/index.html deleted file mode 100644 index 2e6c2137..00000000 --- a/_papers/ICSE-25-a/index.html +++ /dev/null @@ -1,84 +0,0 @@ - - - - - - - - - - µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults - - - - - - -

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µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults

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- By: - Deepak-George Thomas, Matteo Biagiola, Nargiz Humbatova, Mohammad Wardat, Gunel Jahangirova, Hridesh Rajan, Paolo Tonella -

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- PDF Download - Download Paper - - -
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Abstract

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- - -Reinforcement Learning (RL) is increasingly adopted to train agents that can deal with complex sequential tasks, such as driving an autonomous vehicle or controlling a humanoid robot. Correspondingly, novel approaches are needed to ensure that RL agents have been tested adequately before going to production. Among them, mutation testing is quite promising, especially under the assumption that the injected faults (mutations) mimic the real ones. In this paper, we first describe a taxonomy of real RL faults obtained by repository mining. Then, we present the mutation operators derived from such real faults and implemented in the tool μPRL. Finally, we discuss the experimental results, showing that μPRL is effective at discriminating strong from weak test generators, hence providing useful feedback to developers about the adequacy of the generated test scenarios. - - -

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ACM Reference

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- D. Thomas et al., "µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults," in 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE), Ottawa, ON, Canada, 2025, pp. 444-456, doi: 10.1109/ICSE55347.2025.00036. -

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BibTeX Reference

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@INPROCEEDINGS {,
-author = { Thomas, Deepak-George and Biagiola, Matteo and Humbatova, Nargiz and Wardat, Mohammad and Jahangirova, Gunel and Rajan, Hridesh and Tonella, Paolo },
-booktitle = { 2025 IEEE/ACM 47th International Conference on Software Engineering (ICSE) },
-title = {{ µPRL: A Mutation Testing Pipeline for Deep Reinforcement Learning based on Real Faults }},
-year = {2025},
-volume = {},
-ISSN = {1558-1225},
-pages = {444-456},
-doi = {10.1109/ICSE55347.2025.00036},
-url = {https://doi.ieeecomputersociety.org/10.1109/ICSE55347.2025.00036},
-publisher = {IEEE Computer Society},
-address = {Los Alamitos, CA, USA},
-month =May}
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