RE.PUBLIC@POLIMI pubblicazioni di ricerca del Politecnico di Milano

RESTELLI, MARCELLO
 Distribuzione geografica
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Continente #
NA - Nord America 9.179
EU - Europa 4.393
AS - Asia 1.708
AF - Africa 57
SA - Sud America 32
OC - Oceania 29
Continente sconosciuto - Info sul continente non disponibili 6
Totale 15.404
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Nazione #
US - Stati Uniti d'America 8.993
IT - Italia 1.970
SG - Singapore 523
DE - Germania 345
GB - Regno Unito 310
UA - Ucraina 292
CN - Cina 276
SE - Svezia 273
AT - Austria 270
FI - Finlandia 262
VN - Vietnam 221
IE - Irlanda 180
CA - Canada 178
ES - Italia 125
KR - Corea 107
ID - Indonesia 99
JO - Giordania 94
NL - Olanda 93
JP - Giappone 83
FR - Francia 80
IN - India 71
HK - Hong Kong 67
BE - Belgio 49
CH - Svizzera 44
IR - Iran 29
PL - Polonia 28
PH - Filippine 27
AU - Australia 26
TW - Taiwan 26
TR - Turchia 24
BR - Brasile 22
CI - Costa d'Avorio 22
BJ - Benin 18
IL - Israele 16
RU - Federazione Russa 14
GR - Grecia 11
PK - Pakistan 10
PT - Portogallo 8
CZ - Repubblica Ceca 6
EG - Egitto 6
EU - Europa 6
RO - Romania 6
SA - Arabia Saudita 6
CO - Colombia 5
LK - Sri Lanka 5
MX - Messico 5
AE - Emirati Arabi Uniti 4
BD - Bangladesh 4
BG - Bulgaria 4
MY - Malesia 4
RS - Serbia 4
DK - Danimarca 3
EC - Ecuador 3
EE - Estonia 3
KG - Kirghizistan 3
MO - Macao, regione amministrativa speciale della Cina 3
NO - Norvegia 3
NZ - Nuova Zelanda 3
AR - Argentina 2
DZ - Algeria 2
HR - Croazia 2
KE - Kenya 2
KZ - Kazakistan 2
LT - Lituania 2
LY - Libia 2
PR - Porto Rico 2
SI - Slovenia 2
ZA - Sudafrica 2
AZ - Azerbaigian 1
CM - Camerun 1
HU - Ungheria 1
LA - Repubblica Popolare Democratica del Laos 1
LU - Lussemburgo 1
LV - Lettonia 1
MA - Marocco 1
MD - Moldavia 1
MN - Mongolia 1
MV - Maldive 1
NG - Nigeria 1
PA - Panama 1
Totale 15.404
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Città #
Chandler 1.085
Fairfield 851
Santa Clara 777
Woodbridge 714
Houston 548
Ashburn 546
Milan 545
Ann Arbor 492
Wilmington 453
Singapore 411
Seattle 396
Cambridge 313
Boardman 267
Vienna 259
Lawrence 177
Dublin 176
Jacksonville 171
Medford 150
Dearborn 142
Helsinki 139
Redwood City 123
Dong Ket 120
Ottawa 110
Málaga 99
Amman 94
Jakarta 89
New York 77
Beijing 74
San Diego 63
Rome 58
Amsterdam 55
London 55
Redmond 52
Washington 47
Brussels 45
Des Moines 43
Princeton 36
Frankfurt am Main 33
Shanghai 33
Tokyo 25
Los Angeles 24
Southampton 24
Abidjan 22
Hong Kong 22
Warsaw 22
Auburn Hills 21
Grafing 20
Guangzhou 20
Toronto 19
Cotonou 18
Lappeenranta 18
Berlin 16
Bresso 16
Kolkata 16
Monza 16
Mountain View 16
Palermo 16
Seoul 16
Bern 15
Bologna 15
Brescia 15
Falls Church 15
Modena 15
Norwalk 14
Paris 14
Bonndorf 13
Nanjing 13
Torino 13
Turin 13
Zurich 13
Central District 12
Manila 12
Miami 12
Taipei 12
Chicago 11
Florence 11
Phoenix 11
Calimera 10
Changsha 10
Columbus 10
Cortenuova 10
Delhi 10
Nardò 10
Bareggio 9
Brindisi 9
Busto Arsizio 9
Chieri 9
Dallas 9
Naples 9
Portland 9
Verona 9
Duncan 8
Fortaleza 8
Genzano Di Roma 8
Istanbul 8
Montréal 8
San Jose 8
Sant'ambrogio Di Torino 8
São Paulo 8
Tianjin 8
Totale 10.738
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Nome #
AI, Machine Learning e Data Mining 365
A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns 315
Reinforcement Learning Control of Functional Electrical Stimulation of the upper limb: a feasibility study. 250
Internet advertising for non-stationary environments 185
Multi-objective Reinforcement Learning through Continuous Pareto Manifold Approximation 161
Multi-armed bandit for pricing 149
Multi-objective reinforcement learning with continuous pareto frontier approximation 142
Optimistic Policy Optimization via Multiple Importance Sampling 139
Following Newton direction in Policy Gradient with parameter exploration 135
Improving multi-armed bandit algorithms in online pricing settings 134
Policy Search for the Optimal Control of Markov Decision Processes: A Novel Particle-Based Iterative Scheme 132
Gradient-based minimization for multi-expert Inverse Reinforcement Learning 129
A framework for robust sensing in multi--agent systems 127
A data-driven Dynamic Emulation Modelling approach for the management of large, distributed water resources systems 126
Dynamic Emulation Modelling of a 1D Hydrodynamic-Ecological Model: Tono Dam Case Study 126
Exploiting structure and uncertainty of Bellman updates in Markov decision processes 125
Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters 122
Fun2Mas: the Milan Robocup Team 118
A model to manage data reliability in Behavior-based Robotics 116
An upper limb Functional Electrical Stimulation controller based on Reinforcement Learning: A feasibility case study. 116
A multiobjective reinforcement learning approach to water resources systems operation: Pareto frontier approximation in a single run 115
Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback 115
Sparse Multi-Task Reinforcement Learning 114
Batch Reinforcement Learning for Controlling a Mobile Wheeled Pendulum Robot 114
Learning to cooperate in multi-agent social dilemmas 113
An Architecture to Implement Agents co-operating in Dynamic Environments 107
Bifurcation Analysis of Reinforcement Learning Agents in the Selten’s Horse Game 107
Does Reinforcement Learning outperform PID in the control of FES-induced elbow flex-extension? 106
Dealing with interdependencies and uncertainty in multi-channel advertising campaigns optimization 106
LEAP: Learning Entities Adaptive Partitioning. 105
A robot localization method based on evidence accumulation and multi-resolution 105
Batch Reinforcement Learning: an application to a controllable semi-active suspension system 104
Reconstruction of public transport state 104
On the use of the policy gradient and Hessian in inverse reinforcement learning 104
Estimating a mean-path from a set of 2-D curves 103
Towards automated bargaining in electronic markets: A partially two-sided competition model 102
User context estimation for public travel assistance and intelligent service scheduling 101
Policy gradient in Lipschitz Markov Decision Processes 101
Tree-based reinforcement learning for optimal water reservoir operation 100
Reinforcement Learning in Complex Environments Through Multiple Adaptive Partitions 99
A probabilistic framework for weighting different sensor data in murea 98
An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-MDP 97
Towards Automated Bargaining in Electronic Markets: a Partially Two-Sided Competition Model 97
Concepts and Fuzzy Models for Behavior-based Robotics 96
Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving 96
A Learning Approach to Dynamic Coalition Formation 95
An emulation modelling approach to reduce the complexity of a 3D hydrodynamic-ecological model of a reservoir 95
Estimating the maximum expected value in continuous reinforcement learning problems 95
Transfer of samples in batch reinforcement learning 94
Yahtzee: a Large Stochastic Environment for RL Benchmarks 94
Risk-averse trees for learning from logged bandit feedback 94
A particle-based policy for the optimal control of Markov decision processes 93
Dealing with Transaction Costs in Portfolio Optimization: Online Gradient Descent with Momentum 93
Abstract PO-065: Artificial intelligence to improve selection for NSCLC patients treated with immunotherapy 92
An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies 91
Tree-based variable selection for dimensionality reduction of large-scale control systems 90
Batch Reinforcement Learning for Semi-Active Suspension Control 89
Extensive-form games with heterogeneous populations: solution concepts, equilibria characterization, learning dynamics 89
Fitted policy search 89
Concepts and fuzzy models for behavior-based robotics 89
The Human Nasal Cavity: Towards the Optimal Surgery with CFD and Machine Learning 89
La miscelazione delle acque dopo osmosi inversa 88
Regret Minimization Algorithms for the Follower’s Behaviour Identification in Leadership Games 88
Sistema autonomo di sbavatura robotizzata 87
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction 87
MRT: Robotics Off-the-Shelf with the Modular RoboticToolkit 86
Inverse Reinforcement Learning through Policy Gradient Minimization 85
Feature Selection via Mutual Information: New Theoretical Insights 85
Estimating Maximum Expected Value through Gaussian Approximation 85
Improving Cooperation among Self-Interested Reinforcement Learning Agents 84
Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods. 84
Policy Gradient Approaches for Multi-Objective Sequential Decision Making 84
A Data-Based Approach for the Prediction of Stuck-Pipe Events in Oil Drilling Operations 84
Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems 84
Conservative Online Convex Optimization 83
Learning Optimal Policies with State Aggregation 82
Sliding-Window Thompson Sampling for Non-Stationary Settings 82
Budgeted Multi-Armed Bandit in Continuous Action Space 81
Data-driven dynamic emulation modelling for the optimal management of environmental systems 80
Exploration Driven by an Optimistic Bellman Equation 79
Tree-based fitted Q-iteration for multi-objective Markov decision processes in water resource management 78
A Kinematic-independent Dead-reckoning Sensor for Indoor Mobile Robotics 78
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems 78
Driving exploration by maximum distribution in gaussian process bandits 77
Reinforcement Learning Based Control of Coherent Transport by Adiabatic Passage of Spin Qubits 76
Gradient-Aware Model-Based Policy Search 76
Learning in Complex Environments through Multiple Adaptive Partitions 76
A data-driven Dynamic Emulation Modelling approach for the management of large, distributed water resources systems 75
Concepts and Fuzzy Models for Behavior-Based Robotics. 75
Concepts for Anchoring in Robotics 75
Sparse multi-task reinforcement learning 74
Dead Reckoning for Mobile Robots Using Two Optical Mice 73
Coherent transport of quantum states by deep reinforcement learning 73
Exploiting Action-Value Uncertainty to Drive Exploration in Reinforcement Learning 73
Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run 72
Learning FX trading strategies with FQI and persistent actions 71
A novel model to rule behavior interaction 70
An architecture for adaptive coordination of heterogeneous agents 70
Incremental Skill Acquisition for Self-Motivated Learning Animats 69
Real-world data to build explainable trustworthy artificial intelligence models for prediction of immunotherapy efficacy in NSCLC patients 68
Totale 10.367
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Categoria #
all - tutte 59.442
article - articoli 12.005
book - libri 0
conference - conferenze 45.793
curatela - curatele 0
other - altro 0
patent - brevetti 388
selected - selezionate 0
volume - volumi 1.256
Totale 118.884
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2019/20201.165 0 0 0 0 0 0 272 192 256 130 225 90
2020/20212.225 140 83 269 146 277 249 133 137 103 230 123 335
2021/20221.880 100 195 187 106 234 60 111 96 138 136 208 309
2022/20232.800 280 305 126 271 295 274 42 214 496 206 190 101
2023/20241.928 129 262 166 155 109 229 96 150 50 256 42 284
2024/20251.927 70 128 140 120 992 467 10 0 0 0 0 0
Totale 15.765