Kaushik Dey

Orcid: 0009-0002-5795-9063

According to our database1, Kaushik Dey authored at least 14 papers between 2019 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Generative AI in mobile networks: a survey.
Ann. des Télécommunications, February, 2024

Towards Adaptive IMFs - Generalization of utility functions in Multi-Agent Frameworks.
CoRR, 2024

Towards Adaptive Networks - Generalized utility functions in Multi-Agent Frameworks.
Proceedings of the 10th IEEE International Conference on Network Softwarization, 2024

DSDF: Coordinated look-ahead strategy in multi-agent reinforcement learning with noisy agents.
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

Goals are Enough: Inducing AdHoc Cooperation Among Unseen Multi-Agent Systems in IMFs.
Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023
Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity.
Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

2022
Multi-agent reinforcement learning for intent-based service assurance in cellular networks.
CoRR, 2022

A Forward Scattering Model in Two-Dimensional Half-Space for Scatterers' Size Estimation Using Linear Inversion.
IEEE Access, 2022

Intent-based multi-agent reinforcement learning for service assurance in cellular networks.
Proceedings of the IEEE Global Communications Conference, 2022

2021
DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning.
CoRR, 2021

Exploring Spiking Neural Networks in Single and Multi-agent RL Methods.
Proceedings of the 2021 International Conference on Rebooting Computing (ICRC), Los Alamitos, CA, USA, November 30, 2021

2020
Empirical analysis of generalization through augmentation for classifying images of vernacular handwritten texts.
Proceedings of the 14th International Conference on Innovations in Information Technology, 2020

CDDM: A method to detect and handle Concept Drift in Dynamic Mobility Model for seamless 5G Services.
Proceedings of the IEEE Globecom Workshops, 2020

2019
Bottleneck Crosstalk Minimization in Three-Layer Channel Routing.
Proceedings of the Advanced Computing and Systems for Security, 2019


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