Séminaires sur les systèmes informels

 

Presenter writes equations on whiteboard

Les séminaires informels sur les systèmes ont généralement lieu le vendredi et couvrent des sujets dans le domaine des systèmes et du contrôle. Depuis 2020, ils sont devenus les séminaires virtuels sur les systèmes informels (VISS) et peuvent être suivis de n'importe où dans le monde. Il s'agit d'une série de séminaires de longue date organisés au Centre de Recherche sur les Machines Intelligentes en collaboration avec le GERAD (Groupe de Recherche en Analyse de la Décision). Ces événements présentent des conférenciers éminents du monde entier qui présentent des séminaires sur leurs dernières recherches.

Les enregistrements des séminaires sélectionnés peuvent être visionnés sur Youtube ici : Lien vers les enregistrements ISS

Voir ci-dessous pour un historique des séminaires de ces dernières années.

 

2022

Date Speaker Title Recording
29 avril, 2022 Tryphon Georgiou Principles of Energy Harvesting in Stochastic Thermodynamic Engines Youtube
22 avril, 2022 Eilyan Bitar Achieving Reliable Coordination of Residential Plug-in Electric Vehicle Charging: A Pilot Study in Upstate New York  
25 mars, 2022 Rahul Jain Data-driven and learning-based methods for control: Challenges and new horizons  
18 mars, 2022 Necmiye Ozay Learning Models and Constraints with Limited Data Youtube
11 mars, 2022 Alec Koppel Beyond the Cumulative Return in Reinforcement Learning Youtube
25 Février, 2022 Maryam Kamgarpour Learning Nash equilibria with partial information  
18 Février, 2022 Estelle Inack Variational neural annealing Youtube
11 Février, 2022 Yurii Averboukh Lattice approximations of mean field type control systems Youtube
4 Février, 2022 Pierre-Emmanuel Jabin Mean field limits for non-exchangeable multi-agent systems Youtube
14 Janvier, 2022 Emmanuel Trélat Exponential convergence towards consensus for non-symmetric linear first-order systems in finite and infinite dimensions Youtube

2021

Date Speaker Title Recording
3 décembre, 2021 Mehran Mesbahi First Order Methods for Control Synthesis  
12 novembre, 2021 Ricardo D. Ribeiro MFG Price Models with Common Noise  
15 octobre, 2021 Naci Saldi A Topology for Policies in Stochastic Teams and Existence of Optimal Policies Youtube
24 septembre, 2021 Silvère Bonnabel Geometric Filtering and Autonomous Navigation Youtube
9 juillet, 2021 Nima Akbarzadeh Restless Bandits: Indexability, Whittle Index Computation and Learning  
25 juin, 2021 Jayakumar Subramanian Two Reinforcement Learning Problems from Healthcare and Generative Social Science  
18 juin, 2021 Mohamad Kazem Shirani Faradonbeh Adaptive Linear-Quadratic Regulators  
4 juin, 2021 Margaret P. Chapman Risk-Sensitive Safety Analysis via Conditional Value-at-Risk  
16 avril, 2021 Philip Paré Epidemic Spread with Transportation: Modeling, Inference, and Control Youtube
9 avril, 2021 Nathalie Ayi Mean-field and Graph Limits for Collective Dynamics Models with Time-varying Weights Youtube
2 avril, 2021 Prashant G. Mehta What is the Lagrangian for Nonlinear Filtering? Youtube
26 mars, 2021 Kai Cui Approximately Solving Mean Field Games via Entropy-Regularized Deep Reinforcement Learning Youtube
19 mars, 2021 Jun Liu Formal Methods for Nonlinear Control: A Robustness Perspective  
12 mars, 2021 Jr-Shin Li Control of Inhomogeneous Dynamic Ensembles Youtube
19 Février, 2021 Fabio Coppini Weakly Interacting Particles on Dense Graph Sequences Youtube
12 Février, 2021 Joao Saude Mean-field Games Models of Price Formation Youtube
5 Février, 2021 Dengwang Tang Dynamic Games among Teams with Asymmetric Information Youtube
29 Janvier, 2021 Dena Firoozi LQG Mean Field Games with a Major Agent: Nash Certainty Equivalence versus Probabilistic Approach  
15 Janvier, 2021 Rabih Salhab Social Learning under Behavioral Assumptions  
8 Janvier, 2021 James Richard Forbes Optimal Control of Quadrotors on the Matrix Lie Group of Double Direct Isometries SE_2(3)  

2020

Date Speaker Title
11 décembre, 2020 Shuang Gao Subspace Decompositions in Graphon Control and Graphon Mean Field Games
4 décembre, 2020 William Hamilton Graph Representation Learning: Recent Advances and Open Challenges
27 novembre, 2020 Kevin Church Floquet Theory, Invariant Manifolds and Control with Impulsive Delay Differential Equations
20 novembre, 2020 David Métivier Mean Field Control and Disorder for Efficient Mixing of Energy Loads
13 novembre, 2020 Minyi Huang Linear-Quadratic Mean Field Games with a Major Player: Nash Certainty Equivalence versus Master Equations
6 novembre, 2020 Fabio Pasqualetti Synchronization Patterns in Networks of Kuramoto Oscillators for the Analysis and Control of Dynamic Functional Connectivity
30 octobre, 2020 Dileep Kalathil Reinforcement Learning with Robustness and Safety Guarantees
23 octobre, 2020 ‪Utsav Sadana Open-loop Nash Equilibria in Nonzero-sum Differential Games with Impulse Controls
9 octobre, 2020 ‪Yurii Averboukh Control Theory Viewpoint to the Finite State Mean Field Games
2 octobre, 2020 Abhishek Gupta Stochastic Recursive Algorithms: A Markov Chain Perspective
25 septembre, 2020 Daniel Lacker A case study on stochastic games on large graphs in mean field and sparse regimes
18 septembre, 2020 Vassili N. Kolokoltsov Quantum Mean Field Games: Part 2
11 septembre, 2020 Vassili N. Kolokoltsov Quantum Mean Field Games: Part 1
28 Février, 2020 Maxime Laborde Systems of Evolution Equations Coupled Through Optimal Transport and Application to Urban Planning

2019

Date Speaker Title
29 novembre, 2019 Ehsan Hashemi State Estimation and Integrated Control Frameworks for Automated Driving Systems
15 novembre, 2019 Jean-Francois Chamberland Coding and Compressed Sensing for Unsourced Multiple Access
11 octobre, 2019 David Levanony On Bounded Solutions of Linear SDEs Driven by Convergent System Matrix Processes with Hurwitz Limits*
4 octobre, 2019 Ryan J. Kinnear Graph Topological Aspects of Granger Causal Network Learning
20 août, 2019 Behrouz Touri Stochastic Adventures in Systems and Controls
29 juillet, 2019 Romeo Ortega New Results on Identification and Adaptive Control Using Dynamic Regressor Extension and Mixing Parameter Estimation
31 mai, 2019 Meir N. Pachter Wolfpack Pursuit
30 mai, 2019 Ali Pakniyat The Quest for Missing Component: Dualities in Hybrid Optimal Control
17 mai, 2019 Mauro Salazar Autonomous Mobility-on-Demand
15 mai, 2019 Riccardo Bonalli Real-time optimal control of endo-atmospheric launch vehicles
10 mai, 2019 Mohammad Afshari Team optimal decentralized control of major-minor agents with partial observations
3 mai, 2019 Francesca Parise A Network Game Framework for the Analysis of Socio-technical Systems
1 mai, 2019 Josh Taylor Optimal Planning and Control of Direct Current Lines in Power Systems
19 avril, 2019 Murat Arcak Scalable Symbolic Control
29 mars, 2019 Levon Nurbekyan Variational Structures and Optimization Methods for Mean Field Game (MFG) Systems
15 Février, 2019 Shujun Liu Stochastic Extremum Seeking and its Applications
1 Février, 2019 Levon Nurbekyan Fourier Approximation Methods for Nonlocal Mean-Field Games

2018

Date Speaker Title
7 décembre, 2018 Andrew Lamperski Optimal Control with Noisy Time and Communicative Actions
4 décembre, 2018 Richard Y. Zhang Restricted Isometry, Low-Rank Matrix Recovery, and Power System State Estimation
3 décembre, 2018 Yi Ouyang Thompson sampling in online decision-making
23 novembre, 2018 Ashutosh Nayyar Decentralized Control over Unreliable Communication Links
22 novembre, 2018 Ashutosh Nayyar Common Knowledge and Dynamic Games of Asymmetric Information
9 novembre, 2018 Izchak Lewkowicz Dissipative Systems - Convex Invertible Cones point of view
2 novembre, 2018 Jayakumar Subramanian Reinforcement learning in exchangeable multi-agent systems
October 5, 2018 Rinel Foguen Tchuendom Selection Of Equilibria In Linear Quadratic Mean Field Games
September 28, 2018 David Levanony On White Noise Associated Large Deviation Principles
June 18, 2018 Ravi R. Mazumdar On the Capacity of Additive Channels
20 mars, 2018 Rodolphe Sepulchre Mean-field control at cellular resolution
2 mars, 2018 Sean Meyn Fastest Convergence for Q-learning
19 Janvier, 2018 Dena Firoozi A Mean Field Game - Hybrid Systems Approach to Optimal Execution Problems in Finance with Stopping Times

2017

Date Speaker Title
17 novembre, 2017 Cem Tekin Combinatorial and Multi-objective Online Learning
17 novembre, 2017 Demosthenis Teneketzis Economizing the Uneconomic: Markets for Reliable, Sustainable and Price Efficient Electricity
16 novembre, 2017 Demosthenis Teneketzis A Common Information Approach to Stochastic Dynamic Games with Asymmetric Information
16 novembre, 2017 Somayeh Sojoudi Data-Driven Methods for Learning Sparse Graphical Models
18 octobre, 2017 Pierre Del Moral On the stability and the uniform propagation of chaos properties of Ensemble Kalman-Bucy filters
10 octobre, 2017 Ravi R. Mazumdar On Recovering Causality Information from Time Series Data
29 septembre, 2017 Adam M. Oberman A PDE approach to regularization in Deep Learning
3 août, 2017 Tarek Hamel Observers for position estimation using bearing and biased velocity information
24 mai, 2017 Sebastian Jaimungal Robust Stochastic Games and Systemic Risk
6 avril, 2017 Velimir Jurdjevic The Maximum Principle and Symmetry: Integrable Hamiltonian Systems
31 mars, 2017 Nikolai Matni A system level approach to controller synthesis
24 mars, 2017 Jorge Cortes Distributed Coordination for Network Optimization
24 mars, 2017 Mohammed Abouheaf Reinforcement Learning Applications in Power Systems
17 Février, 2017 Roger W. Brockett Stabilizing and Tracking Periodic Operating Conditions
27 Janvier, 2017 Cody Hyndman Filtering and Stochastic Control in Finance
20 Janvier, 2017 Ahmad Haidar The Artificial Pancreas: How Closed-Loop Control is Revolutionizing Diabetes

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