3 citations · 6 across the 9 of their papers we have counts for
9 papers
Constrained Network Slice Assignment via Large Language Models
Sagar Sudhakara, Pankaj Rajak
Modern networks support network slicing, which partitions physical infrastructure into virtual slices tailored to different service requirements (for example, high bandwidth or low…
Coordinated Communication and Inventory Optimization in Multi-Retailer Supply Chains
Sagar Sudhakara, Yuchong Zhang
We consider a multi-retailer supply chain where each retailer can dynamically choose when to share information (e.g., local inventory levels or demand observations) with other reta…
Symmetric Policy Design for Multi-Agent Dispatch Coordination in Supply Chains
Sagar Sudhakara
We study a decentralized dispatch coordination problem in a multi-agent supply chain setting with shared logistics capacity. We propose symmetric (identical) dispatch strategies fo…
Symmetric Strategies for Multi-Access IoT Network Optimization: A Common Information Approach
Sagar Sudhakara
In the context of IoT deployments, a multitude of devices concurrently require network access to transmit data over a shared communication channel. Employing symmetric strategies c…
Optimal Symmetric Strategies in Multi-Agent Systems with Decentralized Information
Sagar Sudhakara, Ashutosh Nayyar
We consider a cooperative multi-agent system consisting of a team of agents with decentralized information. Our focus is on the design of symmetric (i.e. identical) strategies for…
Optimal Communication and Control Strategies for a Multi-Agent System in the Presence of an Adversary
Dhruva Kartik, Sagar Sudhakara, Rahul Jain +1
We consider a multi-agent system in which a decentralized team of agents controls a stochastic system in the presence of an adversary. Instead of committing to a fixed information…
Scalable regret for learning to control network-coupled subsystems with unknown dynamics
Sagar Sudhakara, Aditya Mahajan, Ashutosh Nayyar +1
We consider the problem of controlling an unknown linear quadratic Gaussian (LQG) system consisting of multiple subsystems connected over a network. Our goal is to minimize and qua…
Optimal communication and control strategies in a multi-agent MDP problem
Sagar Sudhakara, Dhruva Kartik, Rahul Jain +1
The problem of controlling multi-agent systems under different models of information sharing among agents has received significant attention in the recent literature. In this paper…
Thompson sampling for linear quadratic mean-field teams
Mukul Gagrani, Sagar Sudhakara, Aditya Mahajan +2
We consider optimal control of an unknown multi-agent linear quadratic (LQ) system where the dynamics and the cost are coupled across the agents through the mean-field (i.e., empir…