Pier Giuseppe Sessa

Ph.D

ETH Zürich

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My research focuses on multi-agent learning systems, online learning, and bandit algorithms.

Papers13 papers

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Mixed Strategies for Robust Optimization of Unknown Objectives

Sessa Pier Giuseppe,Bogunovic Ilija,Kamgarpour Maryam,Krause Andreas

AISTATS, pp.2970-2980, (2020)

EIBibtex

A hybrid stochastic approach for offline train trajectory reconstruction

Pier Giuseppe Sessa,Valerio De Martinis, Axel Bomhauer-Beins, Ulrich Alois Weidmann,Francesco Corman

Public Transport, pp.1-24, (2020)

Bibtex

Learning to Play Sequential Games versus Unknown Opponents

Pier Giuseppe Sessa,Ilija Bogunovic,Maryam Kamgarpour,Andreas Krause

NIPS 2020, (2020)

EIBibtex

Designing Coalition-Proof Reverse Auctions over Continuous Goods

Orcun Karaca,Pier Giuseppe Sessa,Neil Walton,Maryam Kamgarpour

IEEE Transactions on Automatic Control, no. 11 (2019): 4803-4810

EIWOSBibtex

Bounding Inefficiency of Equilibria in Continuous Actions Games using Submodularity and Curvature

Pier Giuseppe Sessa,Maryam Kamgarpour,Andreas Krause

international conference on artificial intelligence and statistics, (2019)

EIBibtex

Exploiting structure of chance constrained programs via submodularity

Damian Frick,Pier Giuseppe Sessa,Tony A. Wood,Maryam Kamgarpour

Automatica, (2019): 89-95

Cited by1EIBibtex

No-Regret Learning in Unknown Games with Correlated Payoffs

Pier Giuseppe Sessa,Ilija Bogunovic,Maryam Kamgarpour,Andreas Krause

ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 32 (NIPS 2019), (2019): 13602-13611

Cited by3EIBibtex

Filtering approaches for online train motion estimation with onboard power measurements

Pier Giuseppe Sessa, Valerio De Martinis,Francesco Corman

Comput. Aided Civ. Infrastructure Eng., no. 5 (2019): 415-429

EIBibtex

No-Regret Learning from Partially Observed Data in Repeated Auctions

Karaca Orcun,Sessa Pier Giuseppe, Leidi Anna,Kamgarpour Maryam

IFAC 2020 World Congress, (2019)

Bibtex

From Uncertainty Data to Robust Policies for Temporal Logic Planning

Pier Giuseppe Sessa,Damian Frick,Tony A. Wood,Maryam Kamgarpour

HSCC, pp.157-166, (2018)

Cited by3EIBibtex

A Hybrid Dynamic-Kinematic EKF for Train Trajectory Estimation

Pier Giuseppe Sessa, Valerio De Martinis,Francesco Corman

ITSC, pp.2297-2302, (2018)

EIBibtex

Hybrid stochastic approaches for train trajectory reconstruction

Pier Giuseppe Sessa, Valerio De Martinis, Axel Bomhauer-Beins, Francesco Corman, Ulrich Weidmann

Conference on Advanced Systems in Public Transport and TransitData (CASPT 2018), (2018)

Cited by1Bibtex

Exploring Vickrey-Clarke-Groves Mechanism for Electricity Markets

Pier Giuseppe Sessa,Neil Walton,Maryam Kamgarpour

IFAC-PapersOnLine, no. 1 (2017): 189-194

Cited by2EIBibtex

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Pier Giuseppe SessaBinding

Papers13 papers

Pier Giuseppe Sessa