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Tirinzoni, Andrea
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1

Risk-averse policy optimization via risk-neutral policy opt..:

Bisi, Lorenzo ; Santambrogio, Davide ; Sandrelli, Federico...
Artificial Intelligence.  311 (2022)  - p. 103765 , 2022
Link: https://doi.org/10.1016/..
 
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2

Dealing with multiple experts and non-stationarity in inver..:

Likmeta, Amarildo ; Metelli, Alberto Maria ; Ramponi, Giorgia...
Machine Learning.  110 (2021)  9 - p. 2541-2576 , 2021
Link: https://doi.org/10.1007/..
 
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3

Combining reinforcement learning with rule-based controller..:

Likmeta, Amarildo ; Metelli, Alberto Maria ; Tirinzoni, Andrea...
Robotics and Autonomous Systems.  131 (2020)  - p. 103568 , 2020
Link: https://doi.org/10.1016/..
 
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4

Feature Selection via Mutual Information: New Theoretical I..:

, In: 2019 International Joint Conference on Neural Networks (IJCNN),
Beraha, Mario ; Metelli, Alberto Maria ; Papini, Matteo.. - p. 1-9 , 2019
Link: https://doi.org/10.1109/..
 
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5

Active Coverage for PAC Reinforcement Learning:

Al-Marjani, Aymen ; Tirinzoni, Andrea ; Kaufmann, Emilie
hal-04215441.  , 2023
Link: https://hal.science/hal-..
 
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6

Towards Instance-Optimality in Online PAC Reinforcement Lea..:

Al-Marjani, Aymen ; Tirinzoni, Andrea ; Kaufmann, Emilie
hal-04270888.  , 2023
Link: https://hal.science/hal-..
 
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7

Active Coverage for PAC Reinforcement Learning:

Al-Marjani, Aymen ; Tirinzoni, Andrea ; Kaufmann, Emilie
hal-04215441.  , 2023
Link: https://hal.science/hal-..
 
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8

Towards Instance-Optimality in Online PAC Reinforcement Lea..:

Al-Marjani, Aymen ; Tirinzoni, Andrea ; Kaufmann, Emilie
hal-04270888.  , 2023
Link: https://hal.science/hal-..
 
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9

Active Coverage for PAC Reinforcement Learning:

Al-Marjani, Aymen ; Tirinzoni, Andrea ; Kaufmann, Emilie
hal-04215441.  , 2023
Link: https://hal.science/hal-..
 
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10

Towards Instance-Optimality in Online PAC Reinforcement Lea..:

Al-Marjani, Aymen ; Tirinzoni, Andrea ; Kaufmann, Emilie
http://arxiv.org/abs/2311.05638.  , 2023
Link: http://arxiv.org/abs/231..
 
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11

Optimistic PAC Reinforcement Learning: the Instance-Depende..:

Tirinzoni, Andrea ; Al-Marjani, Aymen ; Kaufmann, Emilie
info:eu-repo/semantics/altIdentifier/arxiv/2210.00974.  , 2023
Link: https://hal.science/hal-..
 
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12

Layered State Discovery for Incremental Autonomous Explorat..:

Chen, Liyu ; Tirinzoni, Andrea ; Lazaric, Alessandro.
http://arxiv.org/abs/2302.03789.  , 2023
Link: http://arxiv.org/abs/230..
 
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13

Active Coverage for PAC Reinforcement Learning:

Al-Marjani, Aymen ; Tirinzoni, Andrea ; Kaufmann, Emilie
http://arxiv.org/abs/2306.13601.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Active Coverage for PAC Reinforcement Learning:

Al-Marjani, Aymen ; Tirinzoni, Andrea ; Kaufmann, Emilie
hal-04215441.  , 2023
Link: https://hal.science/hal-..
 
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15

Towards Instance-Optimality in Online PAC Reinforcement Lea..:

Al-Marjani, Aymen ; Tirinzoni, Andrea ; Kaufmann, Emilie
hal-04270888.  , 2023
Link: https://hal.science/hal-..
 
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