Reinforcement Learning in Stationary Mean-Field
Games (slides) (video) Machine Learning and Mean-Field Games , Nov
2021
Robustness and sample complexity of model-based
MARL for general-sum Markov games (slides) Workshop on Agent behavior in combinatorial game
theory , Nov 2021
Learning to control network-coupled subsystems
with unknown dynamics (slides) (video) Workshop on Mean-field games on Networks , Nov
2021
Approximate planning and learning for partially
observed systems (slides) (video) Reinforcement learning and sotchastic control in queues
and networks (ReStoq) Workshop, WiOpt , Oct 2021
Approximate planning and learning for partially
observed systems (slides) (video) Communication and Signal Processing Seminar, University
of Michigan , Feb 2020
Approximate planning and learning for partially
observed systems (slides) Mila RL Reading Group , Feb 2020
Information state (and its approximations) for
stochastic control (slides) BIRS-CMO Workshop on Multi-Stage Stochastic
Optimization for Clean Energy Transition , Sep
2019
Decentralized Kalman Filtering
(slides) Fields Workshop on Stochastic Processes and their
Applications, Ottawa , Aug 2017
Mean-field teams Systems Science Seminar, University of Michigan ,
July 2017
Fundamental limits of remote
estimation (slides) BLISS Seminar, UC Berkeley , Mar 2017
Remote state estimation over erasure channels:
structure of optimal strategies and fundamental
limits (slides) IT Forum, Stanford , Nov 2016
Optimal decentralized control of systems with
partially exchangeable agents (slides) Allerton Conference on Communication, Control, and
Computing , Sep 2016
Fundamental limits of remote estimation under
communication constraints (slides) Modeling and Optimization in Mobile, Ad-Hoc Wireless
Networks (WiOpt) , May 2016
Remote estimation of Markov processes under
communication constraints (slides) Applied Probability Conference, Rutgers , Oct
2015
Mean-field teams CommNets Seminar, USC , Aug 2015
Fundamental limits of remote-estimation under
communication constraints (slides) Mathematical Cybernetics: Hybrid, Stochastic and
Decentralized Systems , May 2015
Optimal real-time transmission of Markov
sources under constraints on the number of
transmissions (slides) University of Toronto , Nov 2014
Decentralized stochastic control: The
person-by-person and common information approaches
(slides) (video) BIRS Workshop on Optimal Cooperation, Communication,
and Learning in Decentralized Systems , Banff , Oct
2014
Decentralized stochastic control
(slides) REPARTI (Regroupement pour l'étude des environnements
partagés intelligents répartis) Workshop , Quebec City
, May 2014
Dynamic Programming in Decentralized Stochastic
Control GERAD (Group d'Etudes et de Recherche en Analyse des
Décisions) Seminar , Montreal , October 2012
Optimal decentralized stochastic control: A
common information approach (slides) Concordia University , Montreal , October
2012 GERAD (Group d'Etudes et de Recherche en Analyse des
Décisions) Seminar , Montreal , April 2012
Optimal decentralized stochastic control: The
designer and common information approaches CEA-EDF-INRIA Summer School on Stochastic Optimization
, Cadarache , July 2012
An overview of structural results in real-time
communication (slides) BIRS workshop on interactive information theory ,
Banff , January 2012
Separation results for decentralized stochastic
control under delayed sharing of information
(slides) Queen's University , Kingston , July 2011
Introduction to sequential teams
(slides) MITACS workshop on fusion and inference in networks,
Bellairs Insitute , Barbados , March 2011
Decentralized decision making under
uncertainty (slides) Ecole des Pont , Paris , June 2010 McGill University , Montreal , May 2010
Auxiliary random variables in multi-terminal
communication with feedback: a decentralized control
perspective University of California , Berkeley , April
2010 Stanford University , Stanford , April 2010
Interconnections between information theory and
decentralized stochastic control University of Illinois , Urbana Champaign , March
2010
Structure of optimal decentralized control
policies: an axiomatic approach (slides) University of Notre Dame , South Bend , March
2010
Role of information structures in decentralized
decision making (slides) University of California , Los Angeles , Feb
2010
Graphical reasoning for decentralized
systems (slides) University of Michigan , Ann Arbor , Oct 2009
Optimal design of sequential teams
(slides) Queen's University , Kingston , May 2009 McGill University , Montreal , May 2009