Communication-Efficient Policy Gradient Methods for Distributed Reinforcement Learning

Stochastic Policy Gradient Ascent in Reproducing Kernel Hilbert Spaces

(2020) Santiago Paternain et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Event-triggered communication and control of networked systems for multi-agent consensus

(2019) Cameron Nowzari et al.   AUTOMATICA

Bandit Convex Optimization for Scalable and Dynamic IoT Management

(2018) Tianyi Chen et al.   IEEE Internet of Things Journal

Decentralized Stochastic Control with Partial History Sharing: A Common Information Approach

(2013) Ashutosh Nayyar et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

$\cal Q} {\cal D$-Learning: A Collaborative Distributed Strategy for Multi-Agent Reinforcement Learning Through ${\rm Consensus} + {\rm Innovations}$

(2013) Soummya Kar et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Distributed Event-Triggered Control for Multi-Agent Systems

(2011) D. V. Dimarogonas et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL