Search Results for author: Goutam Das

Found 8 papers, 1 papers with code

Heterogeneous Roles against Assignment Based Policies in Two vs Two Target Defense Game

no code implementations14 Sep 2024 Goutam Das, Violetta Rostobaya, James Berneburg, Zachary I. Bell, Michael Dorothy, Daigo Shishika

In this paper, we consider a target defense game in which the attacker team seeks to reach a high-value target while the defender team seeks to prevent that by capturing them away from the target.

Guarding a Target Area from a Heterogeneous Group of Cooperative Attackers

no code implementations30 Jun 2024 Yoonjae Lee, Goutam Das, Daigo Shishika, Efstathios Bakolas

Using geometric arguments, we construct candidate equilibrium control policies that require the solution of a (possibly nonconvex) optimization problem.

Defending a Static Target Point with a Slow Defender

no code implementations6 Nov 2023 Goutam Das, Michael Dorothy, Zachary I. Bell, Daigo Shishika

This paper studies a target-defense game played between a slow defender and a fast attacker.

AI-assisted Improved Service Provisioning for Low-latency XR over 5G NR

no code implementations18 Jul 2023 Moyukh Laha, Dibbendu Roy, Sourav Dutta, Goutam Das

Extended Reality (XR) is one of the most important 5G/6G media applications that will fundamentally transform human interactions.

Guarding a Non-Maneuverable Translating Line with an Attached Defender

no code implementations19 Sep 2022 Goutam Das, Michael Dorothy, Zachary I. Bell, Daigo Shishika

In this paper we consider a target-guarding differential game where the defender must protect a linearly translating line-segment by intercepting an attacker who tries to reach it.

Guarding a Translating Line with an Attached Defender

no code implementations8 Jul 2022 Goutam Das, Daigo Shishika

A zero-sum differential game of degree for the Attacker-winning scenario is studied, where the payoff is defined to be the distance between the two agents at the time of reaching the Target.

Deep Learning based Coverage and Rate Manifold Estimation in Cellular Networks

2 code implementations13 Feb 2022 Washim Uddin Mondal, Praful D. Mankar, Goutam Das, Vaneet Aggarwal, Satish V. Ukkusuri

This article proposes Convolutional Neural Network-based Auto Encoder (CNN-AE) to predict location-dependent rate and coverage probability of a network from its topology.

Centralized and Decentralized Non-Cooperative Load-Balancing Games among Federated Cloudlets

no code implementations31 May 2020 Sourav Mondal, Goutam Das, Elaine Wong

Thus, in this paper, we propose an economic and non-cooperative load balancing game for low-latency applications among federated neighboring cloudlets from the same as well as different service providers and heterogeneous classes of job requests.

Edge-computing Networking and Internet Architecture Computer Science and Game Theory

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