| Name | Last modified | Size | Description |
| Parent Directory | | - | (Root of this website) |
| .BKM__URSI_APRC_2019/ | 2021-03-04 16:24 | - | |
| .BMBM__IEEE_WCNC_2019/ | 2020-04-13 03:19 | - | Upper-Confidence Bound for Frequency Selection in IoT Networks with Retransmissions, by R. Bonnefoi, L. Besson, J. Manco-Vasquez, C. Moy. Presented at MoTION Workshop, at IEEE WCNC 2019. See the HAL notice. |
| BBMKP_CROWNCOM_2017/ | 2021-03-04 16:23 | - | Responsive web version for Multi-Armed Bandit Learning in IoT Networks: Learning helps even in non-stationary settings. See the HAL notice. |
| BBM__IEEE_WCNC_2019/ | 2021-03-04 16:23 | - | Responsive web version for GNU Radio Implementation of MALIN: 'Multi-Armed bandits Learning for Internet-of-things Network'. See the HAL notice. |
| BKM__IEEE_WCNC_2018/ | 2021-03-04 16:23 | - | Responsive web version for Aggregation of Multi-Armed Bandits learning algorithms for Opportunistic Spectrum Access in Cognitive Radio. See the HAL notice. |
| BK__ALT_2018/ | 2021-03-04 16:24 | - | Responsive web version for Multi-Player Bandit Revisited. See the HAL notice. |
| BK__ALT_2019/ | 2020-04-13 03:20 | - | |
| BK__COLT_2018/ | 2020-04-13 03:21 | - | |
| BK__COLT_2019/ | 2020-04-13 03:19 | - | Responsive web version for The Generalized Likelihood Ratio Test meets klUCB: an Improved Algorithm for Piece-Wise Non-Stationary Bandits. See the HAL notice. |
| BK__DoublingTricks_2019/ | 2021-03-04 16:23 | - | Responsive web version for What Doubling-Trick Can and Can't Do for Multi-Armed Bandits. See the HAL notice. |
| BK__GLRT-klUCB_2019/ | 2021-03-04 16:23 | - | Responsive web version for The Generalized Likelihood Ratio Test meets klUCB: an Improved Algorithm for Piece-Wise Non-Stationary Bandits. See the HAL notice. |
| BMBM__IEEE_WCNC_2019/ | 2021-03-04 16:24 | - | Upper-Confidence Bound for Frequency Selection in IoT Networks with Retransmissions, by R. Bonnefoi, L. Besson, J. Manco-Vasquez, C. Moy. Presented at MoTION Workshop, at IEEE WCNC 2019. See the HAL notice. |
| .BBM__Demo_ICT_2018.pdf | 2021-03-04 16:23 | 342K | Paper to present the demonstration Multi-Arm Bandit Algorithms for Internet of Things Networks: A TestBed Implementation and Demonstration that Learning Helps we showed at the ICT 2018 Conference, in Saint-Malo, June 2018. Joint work with L.Besson, R.Bonnefoi and C.Moy. See the HAL notice. |
| .BKM__URSI_APRC_2019.pdf | 2021-03-04 16:24 | 545K | |
| .BK__ALT_2019.pdf | 2020-04-13 03:18 | 684K | |
| .BK__EWRL_2018.pdf | 2021-03-04 16:24 | 62K | |
| .BK__EWRL_2018.tex | 2021-03-04 16:23 | 14K | |
| .BMBBM__IEEE_WCNC__2019.pdf | 2020-04-13 03:18 | 323K | |
| .BMBM__IEEE_WCNC_2019.pdf | 2020-04-13 03:17 | 367K | Upper-Confidence Bound for Frequency Selection in IoT Networks with Retransmissions, by R. Bonnefoi, L. Besson, J. Manco-Vasquez, C. Moy. Presented at MoTION Workshop, at IEEE WCNC 2019. See the HAL notice. |
| .MBDT__Annales_2019.pdf | 2021-03-04 16:23 | 2.0M | |
| .PhD_thesis__Lilian_Besson.pdf | 2021-03-04 16:23 | 11M | |
| .PhD_thesis__Lilian_Besson.tex | 2021-03-04 16:24 | 6.0K | |
| .PhD_thesis__Lilian_Besson__20-06-2019.pdf | 2021-03-04 16:24 | 8.7M | |
| .PhD_thesis__Lilian_Besson__avec_remerciements.pdf | 2021-03-04 16:24 | 9.7M | |
| .PhD_thesis__Lilian_Besson__sans_remerciements.pdf | 2021-03-04 16:23 | 9.7M | |
| A_note_on_the_Ei_function.pdf | 2021-03-04 16:23 | 187K | A Note on the Ei Function and a Useful Sum-Inequality, by L.Besson. See the HAL notice. |
| BBMKP_CROWNCOM_2017.pdf | 2021-03-04 16:23 | 327K | Multi-Armed Bandit Learning in IoT Networks: Learning helps even in non-stationary settings, by R.Bonnefoi, L.Besson, C.Moy, E.Kaufmann, J.Palicot. Presented at EAI CROWNCOM 2017. See the HAL notice. Best Paper Award! |
| BBM__Demo_ICT_2018.pdf | 2020-04-13 03:17 | 2.1M | Paper to present the demonstration Multi-Arm Bandit Algorithms for Internet of Things Networks: A TestBed Implementation and Demonstration that Learning Helps we showed at the ICT 2018 Conference, in Saint-Malo, June 2018. Joint work with L.Besson, R.Bonnefoi and C.Moy. See the HAL notice. |
| BBM__IEEE_WCNC_2019.pdf | 2021-03-04 16:23 | 1.1M | GNU Radio Implementation of MALIN: 'Multi-Armed bandits Learning for Internet-of-things Network', by L.Besson, R.Bonnefoi, C.Moy. Presented at IEEE WCNC 2019. See the HAL notice. |
| BBM__Poster_Demo_ICT_2018.pdf | 2021-03-04 16:24 | 917K | Poster to present the demonstration MALIN: Multi-Arm bandit Learning for Iot Networks with GRC: A TestBed Implementation and Demonstration that Learning Helps. , at the ICT Conference in Saint-Malo, July 2018. See the HAL notice. |
| BKM__AISTATS_2019.pdf | 2020-04-13 03:17 | 838K | |
| BKM__IEEE_WCNC_2018.pdf | 2021-03-04 16:24 | 287K | Aggregation of Multi-Armed Bandits learning algorithms for Opportunistic Spectrum Access in Cognitive Radio, by L.Besson, E.Kaufmann, C.Moy. Presented at IEEE WCNC 2018. See the HAL notice. |
| BK__ALT_2018.pdf | 2021-03-04 16:23 | 1.1M | Multi-Player Bandit Revisited, by L.Besson, E.Kaufmann. Presented at ALT 2018. See the HAL notice. |
| BK__ALT_2018__Erratum_Lower-Bound.pdf | 2021-03-04 16:23 | 171K | Responsive web version for Multi-Player Bandit Revisited. See the HAL notice. |
| BK__ALT_2019.pdf | 2020-04-13 03:17 | 949K | |
| BK__COLT_2018.pdf | 2020-04-13 03:17 | 439K | |
| BK__COLT_2019.pdf | 2020-04-13 03:17 | 1.2M | The Generalized Likelihood Ratio Test meets klUCB: an Improved Algorithm for Piece-Wise Non-Stationary Bandits, by L.Besson, E.Kaufmann. See the HAL notice. |
| BK__DoublingTricks_2019.pdf | 2021-03-04 16:24 | 949K | What Doubling-Trick Can and Can't Do for Multi-Armed Bandits, by L.Besson, E.Kaufmann. See the HAL notice. |
| BK__GLRT-klUCB_2019.pdf | 2021-03-04 16:24 | 1.2M | The Generalized Likelihood Ratio Test meets klUCB: an Improved Algorithm for Piece-Wise Non-Stationary Bandits, by L.Besson, E.Kaufmann. See the HAL notice. |
| BK__GRETSI_2019.pdf | 2021-03-04 16:23 | 339K | Analyse non asymptotique d'un test séquentiel de détection de rupture et application aux bandits non stationnaires, by L.Besson, E.Kaufmann, GRETSI 2019. See the HAL notice. |
| BMBM__IEEE_WCNC_2019.pdf | 2021-03-04 16:24 | 247K | Upper-Confidence Bound for Frequency Selection in IoT Networks with Retransmissions, by R. Bonnefoi, L. Besson, J. Manco-Vasquez, C. Moy. Presented at MoTION Workshop, at IEEE WCNC 2019. See the HAL notice. |
| LICENSE | 2021-03-04 16:23 | 1.2K | All these documents are (C) Lilian Besson and collaborators, 2016-2019; and published here under the terms of the MIT License. |
| MB__ISIoT_2019.docx | 2020-04-13 03:18 | 1.0M | |
| MB__ISIoT_2019.pdf | 2021-03-04 16:24 | 1.3M | Decentralized Spectrum Learning for IoT Wireless Networks Collision Mitigation, by C.Moy, L.Besson, Presented at ISIoT workshop, DCOSS 2019. See the HAL notice. |
| PhD_thesis__Lilian_Besson.pdf | 2021-03-04 16:23 | 11M | |
| Poster_JdD__Lilian_Besson__Multi-Player_Bandits.en.pdf | 2021-03-04 16:23 | 512K | Poster to present the paper Multi-Player Bandits Revisited, at the Workshop on MAB and Learning Algorithms in Rotterdam (May 2018), and IETR seminar in Vannes, June 2018. See the HAL notice. |
| Poster_JdD__Remi_Bonnefoi_and_Lilian_Besson__IoT_slotted.en.pdf | 2021-03-04 16:24 | 403K | Poster to present the paper Multi-Armed Bandit Learning in IoT Networks: Learning helps even in non-stationary settings, at the PhD Students Day at IETR, July 2017. See the HAL notice. |
| SMPyBandits.bib | 2021-03-04 16:24 | 465 | SMPyBandits: an Experimental Framework for Single and Multi-Players Multi-Arms Bandits (MAB) Algorithms in Python, by L.Besson. See the code and the the documentation! |
| SMPyBandits__JMLR_MLOSS__07-2018.pdf | 2021-03-04 16:23 | 522K | SMPyBandits: an Experimental Framework for Single and Multi-Players Multi-Arms Bandits (MAB) Algorithms in Python, by L.Besson. See the code and the the documentation! |
| SMPyBandits__Long_Version__02-2018.pdf | 2021-03-04 16:24 | 557K | SMPyBandits: an Experimental Framework for Single and Multi-Players Multi-Arms Bandits (MAB) Algorithms in Python, by L.Besson. See the code and the the documentation! |
| besson-hal-01629733.bibtex | 2021-03-04 16:23 | 602 | Multi-Player Bandit Revisited, by L.Besson, E.Kaufmann. Presented at ALT 2018. See the HAL notice. |
| besson-hal-01705292.bibtex | 2021-03-04 16:23 | 705 | Aggregation of Multi-Armed Bandits learning algorithms for Opportunistic Spectrum Access in Cognitive Radio, by L.Besson, E.Kaufmann, C.Moy. Presented at IEEE WCNC 2018. See the HAL notice. |
| besson-hal-01736357.bibtex | 2021-03-04 16:23 | 454 | What Doubling-Trick Can and Can't Do for Multi-Armed Bandits, by L.Besson, E.Kaufmann. See the HAL notice. |
| besson-hal-01840022.bibtex | 2021-03-04 16:24 | 569 | SMPyBandits: an Experimental Framework for Single and Multi-Players Multi-Arms Bandits (MAB) Algorithms in Python, by L.Besson. See the code and the the documentation! |
| besson-hal-01847480.bibtex | 2021-03-04 16:23 | 385 | A Note on the Ei Function and a Useful Sum-Inequality, by L.Besson. See the HAL notice. |
| besson-hal-02006471.bibtex | 2021-03-04 16:24 | 650 | The Generalized Likelihood Ratio Test meets klUCB: an Improved Algorithm for Piece-Wise Non-Stationary Bandits, by L.Besson, E.Kaufmann. See the HAL notice. |
| besson-hal-02006825.bibtex | 2021-03-04 16:23 | 539 | GNU Radio Implementation of MALIN: 'Multi-Armed bandits Learning for Internet-of-things Network', by L.Besson, R.Bonnefoi, C.Moy. Presented at IEEE WCNC 2019. See the HAL notice. |
| besson-hal-02013847.bibtex | 2021-03-04 16:23 | 395 | Poster to present the paper Multi-Player Bandits Revisited, at the Workshop on MAB and Learning Algorithms in Rotterdam (May 2018), and IETR seminar in Vannes, June 2018. See the HAL notice. |
| besson-hal-02013866.bibtex | 2020-04-13 03:17 | 462 | Paper to present the demonstration Multi-Arm Bandit Algorithms for Internet of Things Networks: A TestBed Implementation and Demonstration that Learning Helps we showed at the ICT 2018 Conference, in Saint-Malo, June 2018. Joint work with L.Besson, R.Bonnefoi and C.Moy. See the HAL notice. |
| besson-hal-02152243.bibtex | 2020-04-13 03:18 | 489 | Analyse non asymptotique d'un test séquentiel de détection de rupture et application aux bandits non stationnaires, by L.Besson, E.Kaufmann, GRETSI 2019. See the HAL notice. |
| bonnefoi-hal-01575419.bibtex | 2021-03-04 16:23 | 757 | Multi-Armed Bandit Learning in IoT Networks: Learning helps even in non-stationary settings, by R.Bonnefoi, L.Besson, C.Moy, E.Kaufmann, J.Palicot. Presented at EAI CROWNCOM 2017. See the HAL notice. Best Paper Award! |
| bonnefoi-hal-02013839.bibtex | 2021-03-04 16:23 | 456 | Poster to present the paper Multi-Armed Bandit Learning in IoT Networks: Learning helps even in non-stationary settings, at the PhD Students Day at IETR, July 2017. See the HAL notice. |
| bonnefoi-hal-02013866.bibtex | 2021-03-04 16:23 | 451 | Poster to present the demonstration MALIN: Multi-Arm bandit Learning for Iot Networks with GRC: A TestBed Implementation and Demonstration that Learning Helps. , at the ICT Conference in Saint-Malo, July 2018. See the HAL notice. |
| bonnefoi-hal-02049824.bibtex | 2021-03-04 16:23 | 798 | Upper-Confidence Bound for Frequency Selection in IoT Networks with Retransmissions, by R. Bonnefoi, L. Besson, J. Manco-Vasquez, C. Moy. Presented at MoTION Workshop, at IEEE WCNC 2019. See the HAL notice. |
| moy-hal-02144465.bibtex | 2020-04-13 03:17 | 615 | Decentralized Spectrum Learning for IoT Wireless Networks Collision Mitigation, by C.Moy, L.Besson, Presented at ISIoT workshop, DCOSS 2019. See the HAL notice. |