With this function you can construct your weekly calendar of lessons, which is customized on the basis of the courses that you intend to follow.
Warning: the personal schedule does not replace the presentation of the study plan! It's an informal tool that can help you better manage the organization of class attendance before the study plan presentation.
After the study plan presentation we recommend you to use the Lecture timetable service in your Online Services.
To create your customized schedule follow these instructions:
- Click on the "Enable" link to proceed. You will be asked your surname and first name in order to determine your alphabetic grouping.
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To add or remove courses from your personal schedule, use the small icons which are found next to the courses:
 addition of the course removal of the course selection of the section of the Laboratory of Architecture
(Note: the effective area in which the teaching will be carried out will be determined after the presentation of the Study Plans)
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The sidebar on the left displays the number of lessons included in schedule.
There are also these commands:
 View the schedule: allows the viewing of the weekly synoptic schedule Delete the schedule: cancels the selections made
When you have finished the entry, you can print the calendar you have made.
| Semester (Sem) | | 1 | First Semester | | 2 | Second Semester | | A | Annual course | | (1) | First Half-semester | | (2) | Second Half-semester |
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Language
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Course completely offered in italian
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Course completely offered in english
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Not available
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Note on the teaching activities
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The calculation of the number of students enrolled only considers students enrolled in the academic year in question and does not include any possible students who may be attending but who are enrolled in previous academic years.
In case of structured courses taught by more professors, the number of students enrolled is related to the course as a whole, while the students opinion of the teaching is related to individual modules and individual professors.
The data related to the last academic years (number of students enrolled and students opinion of the teaching) have not yet been defined.
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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the professor, are available on the personal web page and in the curriculum vitae indicated on this webpage.
| List of publications and reserach products for the year 2020 |
| No product yet registered in the year 2020 |
| List of publications and reserach products for the year 2019 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Journal Articles |
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Coherent transport of quantum states by deep reinforcement learning (Show >>)(Hide <<)
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| Author/s |
Porotti, Riccardo; Tamascelli, Dario; Restelli, Marcello; Prati, Enrico |
| Title of the review |
COMMUNICATIONS PHYSICS (ISSN: 2399-3650) |
| Volume |
2 |
| Brochure |
61 |
| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1121461 |
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| Conference proceedings |
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Feature Selection via Mutual Information: New Theoretical Insights (Show >>)(Hide <<)
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| Author/s |
Beraha, M.; Metelli, A. M.; Papini, M.; Tirinzoni, A.; Restelli, M. |
| Title of the convention |
2019 International Joint Conference on Neural Networks, IJCNN 2019 |
| Location of the convention |
hun |
| Period of the convention |
2019 |
| Title of the review |
--
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| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1118807 |
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Optimistic Policy Optimization via Multiple Importance Sampling (Show >>)(Hide <<)
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| Author/s |
Papini, Matteo; Metelli, Alberto Maria; Lupo, Lorenzo; Restelli, Marcello |
| Title of the convention |
36th International Conference on Machine Learning |
| Location of the convention |
Long Beach, California, USA |
| Title of the review |
--
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| Pages |
4989 - 4999 |
| Item link |
http://hdl.handle.net/11311/1118822 |
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Dealing with interdependencies and uncertainty in multi-channel advertising campaigns optimization (Show >>)(Hide <<)
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| Author/s |
Nuara, A.; Zaccardi, M. C.; Sosio, N.; Gatti, N.; Trovo, F.; Restelli, M. |
| Title of the convention |
2019 World Wide Web Conference, WWW 2019 |
| Location of the convention |
usa |
| Period of the convention |
2019 |
| Title of the review |
--
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| Pages |
1376 - 1386 |
| Item link |
http://hdl.handle.net/11311/1118929 |
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Reinforcement Learning in Configurable Continuous Environments (Show >>)(Hide <<)
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| Author/s |
Metelli, ALBERTO MARIA; Ghelfi, Emanuele; Restelli, Marcello |
| Title of the convention |
International Conference on Machine Learning |
| Location of the convention |
Long Beach, CA |
| Title of the review |
--
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| Pages |
4546 - 4555 |
| Item link |
http://hdl.handle.net/11311/1119794 |
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Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters (Show >>)(Hide <<)
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| Author/s |
Metelli, ALBERTO MARIA; Likmeta, Amarildo; Restelli, Marcello |
| Title of the convention |
33rd Conference on Neural Information Processing Systems, NeurIPS 2019 |
| Location of the convention |
Vancouver |
| Title of the review |
--
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| Pages |
4335 - 4347 |
| Item link |
http://hdl.handle.net/11311/1121189 |
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Transfer of Samples in Policy Search via Multiple Importance Sampling (Show >>)(Hide <<)
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| Author/s |
Tirinzoni, Andrea; Salvini, Mattia; Restelli, Marcello |
| Title of the convention |
International Conference on Machine Learning |
| Location of the convention |
Long Beach, California |
| Title of the review |
--
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| Pages |
6264 - 6274 |
| Item link |
http://hdl.handle.net/11311/1121444 |
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Exploiting Action-Value Uncertainty to Drive Exploration in Reinforcement Learning (Show >>)(Hide <<)
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| Author/s |
D'Eramo, Carlo; Cini, Andrea; Restelli, Marcello |
| Title of the convention |
International Joint Conference on Neural Networks |
| Location of the convention |
Budapest,Hungary |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1121459 |
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Exploration Driven by an Optimistic Bellman Equation (Show >>)(Hide <<)
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| Author/s |
Tosatto, Samuele; D'Eramo, Carlo; Pajarinen, Joni; Restelli, Marcello; Peters, Jan |
| Title of the convention |
International Joint Conference on Neural Networks |
| Location of the convention |
Budapest,Hungary |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1121460 |
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Reinforcement Learning Based Control of Coherent Transport by Adiabatic Passage of Spin Qubits (Show >>)(Hide <<)
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| Author/s |
Porotti, Riccardo; Tamascelli, Dario; Restelli, Marcello; Prati, Enrico |
| Title of the convention |
9th International Workshop DICE2018: Spacetime - Matter - Quantum Mechanics |
| Location of the convention |
Castiglioncello, Italy |
| Title of the review |
JOURNAL OF PHYSICS. CONFERENCE SERIES (ISSN: 1742-6588)
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| Pages |
1 - 9 |
| Item link |
http://hdl.handle.net/11311/1121462 |
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| List of publications and reserach products for the year 2018 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Journal Articles |
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Improving multi-armed bandit algorithms in online pricing settings (Show >>)(Hide <<)
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| Author/s |
Trovò, Francesco; Paladino, Stefano; Restelli, Marcello; Gatti, Nicola |
| Title of the review |
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING (ISSN: 0888-613X) |
| Volume |
98 |
| Brochure |
-- |
| Pages |
196 - 235 |
| Item link |
http://hdl.handle.net/11311/1074901 |
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| Conference proceedings |
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Importance Weighted Transfer of Samples in Reinforcement Learning (Show >>)(Hide <<)
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| Author/s |
Tirinzoni, Andrea; Sessa, Andrea; Pirotta, Matteo; Restelli, Marcello |
| Title of the convention |
International Conference on Machine Learning |
| Location of the convention |
Stockholm |
| Title of the review |
--
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| Pages |
4936 - 4945 |
| Item link |
http://hdl.handle.net/11311/1061305 |
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| Author/s |
Metelli, Alberto Maria; Mutti, Mirco; Restelli, Marcello |
| Title of the convention |
35th International Conference on Machine Learning |
| Location of the convention |
Stockholm |
| Title of the review |
--
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| Pages |
3491 - 3500 |
| Item link |
http://hdl.handle.net/11311/1061306 |
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| Author/s |
Papini, Matteo; Binaghi, Damiano; Canonaco, Giuseppe; Pirotta, Matteo; Restelli, Marcello |
| Title of the convention |
International Conference on Machine Learning |
| Location of the convention |
Stockholm, Sweden |
| Title of the review |
--
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| Pages |
4026 - 4035 |
| Item link |
http://hdl.handle.net/11311/1061304 |
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A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns (Show >>)(Hide <<)
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| Author/s |
Nuara, Alessandro; Trovo', Francesco; Gatti, Nicola; Restelli, Marcello |
| Title of the convention |
Thirty-Second AAAI Conference on Artificial Intelligence |
| Location of the convention |
New Orleans, Louisiana, USA, |
| Title of the review |
--
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| Pages |
1840 - 1846 |
| Item link |
http://hdl.handle.net/11311/1062464 |
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Does Reinforcement Learning outperform PID in the control of FES-induced elbow flex-extension? (Show >>)(Hide <<)
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| Author/s |
Di Febbo, Davide; Ambrosini, Emilia; Pirotta, Matteo; Rojas, Eric; Restelli, Marcello; Pedrocchi, Alessandra L. G.; Ferrante, Simona |
| Title of the convention |
13th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2018 |
| Location of the convention |
Universita La Sapienza, ita |
| Period of the convention |
2018 |
| Title of the review |
--
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| Pages |
1 - 6 |
| Item link |
http://hdl.handle.net/11311/1069950 |
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Reinforcement Learning Control of Functional Electrical Stimulation of the upper limb: a feasibility study. (Show >>)(Hide <<)
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| Author/s |
Di Febbo, D.; Ambrosini, E.; Pirotta, M.; Rojas, E.; Restelli, M.; Pedrocchi, A.; Ferrante, S. |
| Title of the convention |
22. ANNUAL CONFERENCE OF THE INTERNATIONAL FUNCTIONAL ELECTRICAL STIMULATION SOCIETY |
| Location of the convention |
Nottwil, Switzerland |
| Period of the convention |
28/8/2018 - 31/8/2018 |
| Title of the review |
--
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| Pages |
111 - 114 |
| Item link |
http://hdl.handle.net/11311/1070048 |
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An upper limb Functional Electrical Stimulation controller based on Reinforcement Learning: A feasibility case study. (Show >>)(Hide <<)
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| Author/s |
Di Febbo, D.; Ambrosini, E.; Pirotta, M.; Restelli, M.; Pedrocchi, A.; Ferrante, S. |
| Title of the convention |
GNB 2018 - VI Congresso Gruppo Nazionale di Bioingegneria |
| Location of the convention |
Milano, Italia |
| Period of the convention |
25/6/2018 - 27/6/2018 |
| Title of the review |
--
|
| Pages |
1 - 4 |
| Item link |
http://hdl.handle.net/11311/1070197 |
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Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback (Show >>)(Hide <<)
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| Author/s |
Gasparini, Margherita; Nuara, Alessandro; Trovò, Francesco; Gatti, Nicola; Restelli, Marcello |
| Title of the convention |
2018 International Joint Conference on Neural Networks, IJCNN 2018 |
| Location of the convention |
bra |
| Period of the convention |
2018 |
| Title of the review |
--
|
| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1074900 |
|
| Author/s |
Metelli, A. M.; Papini, M.; Faccio, F.; Restelli, M. |
| Title of the convention |
32nd Conference on Neural Information Processing Systems, NeurIPS 2018 |
| Location of the convention |
can |
| Period of the convention |
2018 |
| Title of the review |
--
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| Pages |
5442 - 5454 |
| Item link |
http://hdl.handle.net/11311/1118808 |
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Transfer of Value Functions via Variational Methods (Show >>)(Hide <<)
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| Author/s |
Tirinzoni, Andrea; RODRÍGUEZ SÁNCHEZ, RAFAEL ALBERTO; Restelli, Marcello |
| Title of the convention |
Neural Information Processing Systems |
| Location of the convention |
Montreal, Canada |
| Title of the review |
--
|
| Pages |
6179 - 6189 |
| Item link |
http://hdl.handle.net/11311/1121440 |
|
| List of publications and reserach products for the year 2017 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Conference proceedings |
|
Regret Minimization Algorithms for the Follower’s Behaviour Identification in Leadership Games (Show >>)(Hide <<)
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| Author/s |
Bisi, Lorenzo; DE NITTIS, Giuseppe; Trovo', Francesco; Restelli, Marcello; Gatti, Nicola |
| Title of the convention |
UAI |
| Location of the convention |
Sidney |
| Title of the review |
--
|
| Pages |
1 - 10 |
| Item link |
http://hdl.handle.net/11311/1032210 |
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Risk-averse trees for learning from logged bandit feedback (Show >>)(Hide <<)
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| Author/s |
Trovo', Francesco; Paladino, Stefano; Simone, Paolo; Restelli, Marcello; Gatti, Nicola |
| Title of the convention |
IJCNN |
| Location of the convention |
Anchorage |
| Title of the review |
--
|
| Pages |
976 - 983 |
| Item link |
http://hdl.handle.net/11311/1032235 |
|
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Unimodal Thompson Sampling for Graph-Structured Arms (Show >>)(Hide <<)
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| Author/s |
Paladino, Stefano; Trovo', Francesco; Restelli, Marcello; Gatti, Nicola |
| Title of the convention |
AAAI |
| Location of the convention |
San Francisco, USA |
| Title of the review |
--
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| Pages |
2457 - 2463 |
| Item link |
http://hdl.handle.net/11311/1032254 |
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| Author/s |
Papini, Matteo; Pirotta, M.; Restelli, M. |
| Title of the convention |
Annual Conference on Neural Information Processing Systems |
| Location of the convention |
Long Beach, CA, USA |
| Period of the convention |
4/12/2017-9/12/2017 |
| Title of the review |
--
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| Pages |
3594 - 3603 |
| Item link |
http://hdl.handle.net/11311/1045451 |
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Estimating the maximum expected value in continuous reinforcement learning problems (Show >>)(Hide <<)
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| Author/s |
D'Eramo, Carlo; Nuara, Alessandro; Pirotta, Matteo; Restelli, Marcello |
| Title of the convention |
31st AAAI Conference on Artificial Intelligence, AAAI 2017 |
| Location of the convention |
Hilton San Francisco Union Square, usa |
| Period of the convention |
4/2/2017-9/2/2017 |
| Title of the review |
--
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| Pages |
1840 - 1846 |
| Item link |
http://hdl.handle.net/11311/1045565 |
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| Author/s |
Metelli, ALBERTO MARIA; Pirotta, M.; Restelli, M. |
| Title of the convention |
Annual Conferenceon Neural Information Processing Systems 2017 |
| Location of the convention |
Long Beach, CA, USA |
| Period of the convention |
4/12/2017-9/12/2017 |
| Title of the review |
--
|
| Pages |
2047 - 2056 |
| Item link |
http://hdl.handle.net/11311/1045577 |
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| Author/s |
Tosatto, S.; Pirotta, M.; D'Eramo, C.; Restelli, M. |
| Title of the convention |
34th International Conference on Machine Learning,ICML 2017 |
| Location of the convention |
Sydney, NSW, Australia |
| Period of the convention |
6/8/2017-11/8/2017 |
| Title of the review |
--
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| Pages |
3434 - 3443 |
| Item link |
http://hdl.handle.net/11311/1045581 |
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Exploiting structure and uncertainty of Bellman updates in Markov decision processes (Show >>)(Hide <<)
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| Author/s |
Tateo, Davide; D'Eramo, Carlo; Nuara, Alessandro; Restelli, Marcello; Bonarini, Andrea |
| Title of the convention |
2017 IEEE Symposium Series on Computational Intelligence, SSCI2017 |
| Location of the convention |
Honolulu, HI, USA |
| Period of the convention |
27/11/2017-1/12/2017 |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1045583 |
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Gradient-based minimization for multi-expert Inverse Reinforcement Learning (Show >>)(Hide <<)
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| Author/s |
Tateo, Davide; Pirotta, Matteo; Restelli, Marcello; Bonarini, Andrea |
| Title of the convention |
2017 IEEE Symposium Series on Computational Intelligence, SSCI2017 |
| Location of the convention |
Honolulu, HI, USA |
| Title of the review |
--
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| Pages |
1 - 8 |
| Item link |
http://hdl.handle.net/11311/1045585 |
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Designing Learning Algorithms over the Sequence Form of an Extensive-Form Game (Show >>)(Hide <<)
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| Author/s |
Manino, Edoardo; Gatti, Nicola; Restelli, Marcello |
| Title of the convention |
16th Conference on Autonomous Agents and MultiAgentSystems, AAMAS 2017 |
| Location of the convention |
Sao Paulo, Brazil |
| Period of the convention |
8/5/2017-12/5/2017 |
| Title of the review |
--
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| Pages |
1622 - 1624 |
| Item link |
http://hdl.handle.net/11311/1045588 |
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User context estimation for public travel assistance and intelligent service scheduling (Show >>)(Hide <<)
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| Author/s |
Bruschi, F.; Pagani, A.; Rana, V. |
| Title of the convention |
IEEE 20th International Conference on Intelligent Transportation |
| Location of the convention |
Yokohama, Giappone |
| Title of the review |
--
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| Pages |
1771 - 1778 |
| Item link |
http://hdl.handle.net/11311/1046977 |
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| List of publications and reserach products for the year 2016 (Show all details | Hide all details) |
| Type |
Title of the Publicaiton/Product |
| Journal Articles |
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Extensive-form games with heterogeneous populations: solution concepts, equilibria characterization, learning dynamics (Show >>)(Hide <<)
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| Author/s |
Nicola, Gatti; Marcello, Restelli; Fabio, Panozzo |
| Title of the review |
INTELLIGENZA ARTIFICIALE (ISSN: 1724-8035) |
| Volume |
10 |
| Brochure |
1 |
| Pages |
19 - 31 |
| Item link |
http://hdl.handle.net/11311/1004605 |
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Multi-objective Reinforcement Learning through Continuous Pareto Manifold Approximation (Show >>)(Hide <<)
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| Author/s |
Parisi, Simone; Pirotta, Matteo; Restelli, Marcello |
| Title of the review |
THE JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH (ISSN: 1076-9757) |
| Volume |
57 |
| Brochure |
-- |
| Pages |
187 - 227 |
| Item link |
http://hdl.handle.net/11311/1005719 |
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Policy Search for the Optimal Control of Markov Decision Processes:
A Novel Particle-Based Iterative Scheme (Show >>)(Hide <<)
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| Author/s |
Manganini, Giorgio; Pirotta, Matteo; Restelli, Marcello; Piroddi, Luigi; Prandini, Maria |
| Title of the review |
IEEE TRANSACTIONS ON CYBERNETICS (ISSN: 2168-2267) |
| Volume |
46 |
| Brochure |
11 |
| Pages |
2643 - 2655 |
| Item link |
http://hdl.handle.net/11311/1006220 |
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| Conference proceedings |
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Budgeted Multi-Armed Bandit in Continuous Action Space (Show >>)(Hide <<)
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| Author/s |
Francesco, Trovò; Stefano, Paladino; Marcello, Restelli; Nicola, Gatti |
| Title of the convention |
EUROPEAN CONFERENCE ON ARTIFICIAL INTELLIGENCE |
| Location of the convention |
Hague, NETHERLANDS |
| Title of the review |
--
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| Pages |
560 - 568 |
| Item link |
http://hdl.handle.net/11311/1004611 |
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Sequence-Form and Evolutionary Dynamics: Realization Equivalence to Agent Form and Logit Dynamics (Show >>)(Hide <<)
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| Author/s |
Nicola, Gatti; Marcello, Restelli |
| Title of the convention |
AAAI International Conference on Artificial Intelligence |
| Location of the convention |
Phoenix, USA |
| Title of the review |
--
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| Pages |
509 - 515 |
| Item link |
http://hdl.handle.net/11311/1005014 |
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Inverse Reinforcement Learning through Policy Gradient Minimization (Show >>)(Hide <<)
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| Author/s |
Pirotta, Matteo; Restelli, Marcello |
| Title of the convention |
AAAI Conference on Artificial Intelligence |
| Location of the convention |
Phoenix, Arizona, USA |
| Period of the convention |
February 12-17 |
| Title of the review |
--
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| Pages |
1993 - 1999 |
| Item link |
http://hdl.handle.net/11311/1005712 |
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Estimating Maximum Expected Value through Gaussian Approximation (Show >>)(Hide <<)
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| Author/s |
D'Eramo, Carlo; Restelli, Marcello; Nuara, Alessandro |
| Title of the convention |
33nd International Conference on Machine Learning, ICML |
| Location of the convention |
New York City, NY, USA |
| Period of the convention |
June 19-24 |
| Title of the review |
--
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| Pages |
1032 - 1040 |
| Item link |
http://hdl.handle.net/11311/1005717 |
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| Author/s |
Pagani, Alessio; Bruschi, Francesco; Rana, Vincenzo; Restelli, Marcello |
| Title of the convention |
19th IEEE International Conference on Intelligent Transportation Systems, ITSC 2016 |
| Location of the convention |
Windsor Oceanico Hotel, bra |
| Period of the convention |
2016 |
| Title of the review |
--
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| Pages |
2285 - 2292 |
| Item link |
http://hdl.handle.net/11311/1009336 |
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