740 citations · 3.9k across the 136 of their papers we have counts for
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eess.SY2012
A Structured Systems Approach for Optimal Actuator-Sensor Placement in Linear Time-Invariant Systems
Sergio Pequito, Soummya Kar, A. Pedro Aguiar
In this paper we address the actuator/sensor allocation problem for linear time invariant (LTI) systems. Given the structure of an autonomous linear dynamical system, the goal is t…
stat.ML2012★ 181 cited
-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through Consensus + Innovations
Soummya Kar, Jose' M. F. Moura, H. Vincent Poor
The paper considers a class of multi-agent Markov decision processes (MDPs), in which the network agents respond differently (as manifested by the instantaneous one-stage random co…