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

RESTELLI, MARCELLO
 Distribuzione geografica
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Continente #
NA - Nord America 12.712
EU - Europa 10.383
AS - Asia 6.689
SA - Sud America 1.623
AF - Africa 253
OC - Oceania 46
Continente sconosciuto - Info sul continente non disponibili 6
Totale 31.712
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Nazione #
US - Stati Uniti d'America 12.390
RU - Federazione Russa 4.593
SG - Singapore 2.731
IT - Italia 2.322
CN - Cina 1.868
BR - Brasile 1.365
VN - Vietnam 607
DE - Germania 595
GB - Regno Unito 492
FI - Finlandia 320
AT - Austria 309
UA - Ucraina 307
SE - Svezia 296
FR - Francia 289
KR - Corea 255
CA - Canada 240
NL - Olanda 230
HK - Hong Kong 203
IE - Irlanda 190
ES - Italia 169
IN - India 153
ID - Indonesia 140
JP - Giappone 133
JO - Giordania 106
AR - Argentina 100
MA - Marocco 70
BD - Bangladesh 69
IQ - Iraq 61
PL - Polonia 61
TR - Turchia 60
CI - Costa d'Avorio 56
BE - Belgio 52
EC - Ecuador 49
CH - Svizzera 44
MX - Messico 42
ZA - Sudafrica 40
AU - Australia 39
PH - Filippine 33
TW - Taiwan 33
IR - Iran 31
SA - Arabia Saudita 26
PK - Pakistan 25
CO - Colombia 24
UZ - Uzbekistan 23
VE - Venezuela 22
IL - Israele 21
PY - Paraguay 19
BJ - Benin 18
AE - Emirati Arabi Uniti 16
CZ - Repubblica Ceca 16
GR - Grecia 14
PT - Portogallo 14
KE - Kenya 13
AZ - Azerbaigian 11
BO - Bolivia 11
KG - Kirghizistan 11
KZ - Kazakistan 11
MY - Malesia 11
UY - Uruguay 11
CL - Cile 10
EG - Egitto 10
JM - Giamaica 10
RO - Romania 10
DZ - Algeria 9
LK - Sri Lanka 9
LT - Lituania 9
PE - Perù 9
BG - Bulgaria 8
DO - Repubblica Dominicana 8
TN - Tunisia 7
AM - Armenia 6
EU - Europa 6
NP - Nepal 6
NZ - Nuova Zelanda 6
SN - Senegal 6
LB - Libano 5
NO - Norvegia 5
OM - Oman 5
PA - Panama 5
RS - Serbia 5
AL - Albania 4
DK - Danimarca 4
EE - Estonia 4
PR - Porto Rico 4
TT - Trinidad e Tobago 4
AO - Angola 3
CR - Costa Rica 3
HN - Honduras 3
HR - Croazia 3
LV - Lettonia 3
LY - Libia 3
MD - Moldavia 3
MO - Macao, regione amministrativa speciale della Cina 3
NG - Nigeria 3
TH - Thailandia 3
BY - Bielorussia 2
GA - Gabon 2
GY - Guiana 2
HU - Ungheria 2
IS - Islanda 2
Totale 31.674
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Città #
Ashburn 1.786
Singapore 1.579
Chandler 1.085
Fairfield 851
Santa Clara 802
Woodbridge 715
Milan 691
Moscow 639
Hefei 581
Houston 557
Dallas 525
Ann Arbor 492
Wilmington 456
Seattle 404
Beijing 365
Cambridge 314
Boardman 286
Vienna 275
Council Bluffs 232
Los Angeles 198
Dublin 185
Lawrence 177
Jacksonville 171
Seoul 156
Medford 150
Hong Kong 146
Helsinki 144
Dearborn 142
London 140
New York 140
Frankfurt am Main 135
Ho Chi Minh City 134
São Paulo 128
Redwood City 123
Dong Ket 120
Buffalo 112
Ottawa 110
Amman 106
Málaga 100
Kent 98
Jakarta 97
Amsterdam 84
Hanoi 83
Tokyo 68
San Diego 64
Rome 62
Casablanca 56
Abidjan 54
Redmond 52
Shanghai 52
Brussels 47
Des Moines 47
Washington 47
Rio de Janeiro 41
Chicago 40
Düsseldorf 40
The Dalles 38
Warsaw 38
Brooklyn 36
Princeton 36
Toronto 36
Turku 36
Lappeenranta 34
Guangzhou 32
Lauterbourg 32
Tianjin 31
Munich 30
Phoenix 30
Southampton 30
Nuremberg 29
Stockholm 27
Monza 26
Belo Horizonte 25
Redondo Beach 25
Curitiba 24
Atlanta 23
Montreal 23
Dhaka 22
Porto Alegre 22
Auburn Hills 21
Changsha 21
Tashkent 21
Brasília 20
Grafing 20
Ankara 19
Boston 19
Manchester 19
Paris 19
Quito 19
Berlin 18
Campinas 18
Cotonou 18
Miami 18
Nanjing 18
San Jose 18
Brescia 17
Chennai 17
Delhi 17
Fortaleza 17
Kolkata 17
Totale 17.560
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Nome #
AI, Machine Learning e Data Mining 536
A Combinatorial-Bandit Algorithm for the Online Joint Bid/Budget Optimization of Pay-per-Click Advertising Campaigns 393
Reinforcement Learning Control of Functional Electrical Stimulation of the upper limb: a feasibility study. 312
Stochastic Rising Bandits 260
Internet advertising for non-stationary environments 248
Multi-objective Reinforcement Learning through Continuous Pareto Manifold Approximation 210
A framework for robust sensing in multi--agent systems 206
A data-driven Dynamic Emulation Modelling approach for the management of large, distributed water resources systems 200
Multi-objective reinforcement learning with continuous pareto frontier approximation 200
An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-MDP 198
Following Newton direction in Policy Gradient with parameter exploration 196
A multiobjective reinforcement learning approach to water resources systems operation: Pareto frontier approximation in a single run 191
A model to manage data reliability in Behavior-based Robotics 190
Optimistic Policy Optimization via Multiple Importance Sampling 188
Multi-armed bandit for pricing 188
Policy Search for the Optimal Control of Markov Decision Processes: A Novel Particle-Based Iterative Scheme 185
Fun2Mas: the Milan Robocup Team 183
Gradient-based minimization for multi-expert Inverse Reinforcement Learning 182
On the use of the policy gradient and Hessian in inverse reinforcement learning 180
Real-world data to build explainable trustworthy artificial intelligence models for prediction of immunotherapy efficacy in NSCLC patients 179
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction 179
A Data-Based Approach for the Prediction of Stuck-Pipe Events in Oil Drilling Operations 179
Exploiting structure and uncertainty of Bellman updates in Markov decision processes 177
Improving multi-armed bandit algorithms in online pricing settings 175
Dealing with interdependencies and uncertainty in multi-channel advertising campaigns optimization 174
Batch Reinforcement Learning for Controlling a Mobile Wheeled Pendulum Robot 173
Combining reinforcement learning with rule-based controllers for transparent and general decision-making in autonomous driving 170
An upper limb Functional Electrical Stimulation controller based on Reinforcement Learning: A feasibility case study. 169
Bifurcation Analysis of Reinforcement Learning Agents in the Selten’s Horse Game 169
Does Reinforcement Learning outperform PID in the control of FES-induced elbow flex-extension? 166
Targeting Optimization for Internet Advertising by Learning from Logged Bandit Feedback 165
Abstract PO-065: Artificial intelligence to improve selection for NSCLC patients treated with immunotherapy 165
The Human Nasal Cavity: Towards the Optimal Surgery with CFD and Machine Learning 165
Learning FX trading strategies with FQI and persistent actions 164
A Learning Approach to Dynamic Coalition Formation 161
A particle-based policy for the optimal control of Markov decision processes 160
LEAP: Learning Entities Adaptive Partitioning. 158
A probabilistic framework for weighting different sensor data in murea 158
Learning to cooperate in multi-agent social dilemmas 158
Dynamic Emulation Modelling of a 1D Hydrodynamic-Ecological Model: Tono Dam Case Study 157
An Architecture to Implement Agents co-operating in Dynamic Environments 155
Estimating the maximum expected value in continuous reinforcement learning problems 155
Policy gradient in Lipschitz Markov Decision Processes 155
Feature Selection via Mutual Information: New Theoretical Insights 155
Dealing with Transaction Costs in Portfolio Optimization: Online Gradient Descent with Momentum 155
Propagating Uncertainty in Reinforcement Learning via Wasserstein Barycenters 154
Regret Minimization Algorithms for the Follower’s Behaviour Identification in Leadership Games 154
Reinforcement Learning in Complex Environments Through Multiple Adaptive Partitions 153
A data-driven Dynamic Emulation Modelling approach for the management of large, distributed water resources systems 150
A Kinematic-independent Dead-reckoning Sensor for Indoor Mobile Robotics 150
A robot localization method based on evidence accumulation and multi-resolution 150
Towards Automated Bargaining in Electronic Markets: a Partially Two-Sided Competition Model 150
Sparse Multi-Task Reinforcement Learning 149
A novel model to rule behavior interaction 149
Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems 149
Batch Reinforcement Learning: an application to a controllable semi-active suspension system 148
Conservative Online Convex Optimization 148
Reconstruction of public transport state 147
An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies 146
Inferring Functional Properties from Fluid Dynamics Features 146
Towards automated bargaining in electronic markets: A partially two-sided competition model 146
Yahtzee: a Large Stochastic Environment for RL Benchmarks 144
Tree-based reinforcement learning for optimal water reservoir operation 144
Coherent transport of quantum states by deep reinforcement learning 144
Fitted policy search 144
Learning Optimal Policies with State Aggregation 143
An emulation modelling approach to reduce the complexity of a 3D hydrodynamic-ecological model of a reservoir 143
Batch Reinforcement Learning for Semi-Active Suspension Control 141
Data-driven dynamic emulation modelling for the optimal management of environmental systems 140
Exploiting History Data for Nonstationary Multi-armed Bandit 138
Improving Cooperation among Self-Interested Reinforcement Learning Agents 137
Gradient-Aware Model-Based Policy Search 137
A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning 136
La miscelazione delle acque dopo osmosi inversa 136
Goal-Directed Planning via Hindsight Experience Replay 135
Extensive-form games with heterogeneous populations: solution concepts, equilibria characterization, learning dynamics 135
Learning in Complex Environments through Multiple Adaptive Partitions 135
Driving exploration by maximum distribution in gaussian process bandits 134
Risk-averse trees for learning from logged bandit feedback 132
Sliding-Window Thompson Sampling for Non-Stationary Settings 132
Estimating Maximum Expected Value through Gaussian Approximation 132
A COMPUTER IMPLEMENTED METHOD FOR REAL TIME QUANTUM COMPILING BASED ON ARTIFICIAL INTELLIGENCE 131
Reinforcement Learning in Continuous Action Spaces through Sequential Monte Carlo Methods. 131
Balancing Sample Efficiency and Suboptimality in Inverse Reinforcement Learning 130
Exploration Driven by an Optimistic Bellman Equation 130
Inverse Reinforcement Learning through Policy Gradient Minimization 129
Estimating a mean-path from a set of 2-D curves 129
Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems 128
ARLO: A framework for Automated Reinforcement Learning 127
Importance Weighted Transfer of Samples in Reinforcement Learning 127
Transfer of samples in batch reinforcement learning 126
User context estimation for public travel assistance and intelligent service scheduling 126
Sistema autonomo di sbavatura robotizzata 124
A practical guide to multi-objective reinforcement learning and planning 123
Reinforcement Learning Based Control of Coherent Transport by Adiabatic Passage of Spin Qubits 122
Dark-Pool Smart Order Routing: a Combinatorial Multi-armed Bandit Approach 121
Concepts and Fuzzy Models for Behavior-based Robotics 121
MRT: Robotics Off-the-Shelf with the Modular RoboticToolkit 121
Exploiting Action-Value Uncertainty to Drive Exploration in Reinforcement Learning 121
A Novel Confidence-Based Algorithm for Structured Bandits 121
Totale 16.281
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Categoria #
all - tutte 96.635
article - articoli 19.728
book - libri 0
conference - conferenze 74.469
curatela - curatele 0
other - altro 0
patent - brevetti 684
selected - selezionate 0
volume - volumi 1.754
Totale 193.270
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Totale Lug Ago Sett Ott Nov Dic Gen Feb Mar Apr Mag Giu
2020/20211.310 0 0 0 0 0 249 133 137 103 230 123 335
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
2024/20256.093 70 128 140 120 992 467 229 551 846 414 1.071 1.065
2025/202612.212 3.815 3.652 1.645 1.769 1.148 183 0 0 0 0 0 0
Totale 32.143