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2021-04
Maintenance of a collection of machines under partial observability: Indexability and computation of Whittle index.
2020-12
Team Optimal Control of Coupled Major-Minor Subsystems with Mean-Field Sharing
Reinforcement Learning in Decentralized Stochastic Control Systems with Partial History Sharing.
Team-Optimal Solution of Finite Number of Mean-Field Coupled LQG Subsystems.
Team Optimal Control of Coupled Subsystems with Mean-Field Sharing.
2020-11
Thompson sampling for linear quadratic mean-field teams.
2020-10
Multi-agent estimation and filtering for minimizing team mean-squared error.
Approximate information state for approximate planning and reinforcement learning in partially observed systems.
2020-09
Optimal control of network-coupled subsystems: Spectral decomposition and low-dimensional solutions
Networked control of coupled subsystems: Spectral decomposition and low-dimensional solutions
2020-08
Conditions for indexability of restless bandits and an algorithm to compute Whittle index.
Optimal Local and Remote Controllers With Unreliable Uplink Channels: An Elementary Proof
Renewal Monte Carlo: Renewal Theory-Based Reinforcement Learning
2020-07
Counterexamples on the Monotonicity of Delay Optimal Strategies for Energy Harvesting Transmitters
2020-06
Cross-layer communication over fading channels with adaptive decision feedback
Restless bandits: Indexability and computation of Whittle index
2020-05
2020-04
Decentralized linear quadratic systems with major and minor agents and non-Gaussian noise
2020-02
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