Satheesh K. Perepu

According to our database, Satheesh K. Perepu authored at least 19 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DSDF: Coordinated look-ahead strategy in multi-agent reinforcement learning with noisy agents.

Satheesh Kumar Perepu, Kaushik Dey, Abir Das

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.

Kaushik Dey, Satheesh K. Perepu, Abir Das

Proceedings of the 21st IEEE Consumer Communications & Networking Conference, 2024

2023

Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity.

Kaushik Dey, Satheesh K. Perepu, Pallab Dasgupta, Abir Das

Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

2022

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

Satheesh K. Perepu, Jean P. Martins, Ricardo Souza S, Kaushik Dey

CoRR, 2022

A novel unsupervised method for root cause analysis of anomalies using sparse optimization techniques.

Satheesh K. Perepu, Vivek Shankar Pinnamaraju

Proceedings of the 10th International Conference on Systems and Control, 2022

Intent-based multi-agent reinforcement learning for service assurance in cellular networks.

Satheesh K. Perepu, Jean P. Martins, Ricardo Souza S, Kaushik Dey

Proceedings of the IEEE Global Communications Conference, 2022

Optimize Next State Prediction in Safe RL for 5G Ecosystem.

Satheesh K. Perepu, M. Saravanan

Proceedings of the 14th International Conference on COMmunication Systems & NETworkS, 2022

2021

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

Satheesh K. Perepu, Kaushik Dey

CoRR, 2021

Zero-Shot Federated Learning with New Classes for Audio Classification.

Gautham Krishna Gudur, Satheesh Kumar Perepu

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Intelligent Question Answering using Knowledge Representation for Managed Services.

M. Saravanan, Satheesh K. Perepu

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

2020

Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring.

Gautham Krishna Gudur, Satheesh K. Perepu

CoRR, 2020

Resource-Constrained Federated Learning with Heterogeneous Labels and Models.

Gautham Krishna Gudur, Bala Shyamala Balaji, Satheesh K. Perepu

CoRR, 2020

Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting.

Satheesh K. Perepu, Bala Shyamala Balaji, Hemanth Kumar Tanneru, Sudhakar Kathari, Vivek Shankar Pinnamaraju

CoRR, 2020

CDDM: A method to detect and handle Concept Drift in Dynamic Mobility Model for seamless 5G Services.

Satheesh K. Perepu, Kaushik Dey

Proceedings of the IEEE Globecom Workshops, 2020

2019

Online Estimation of Missing Data Using Sparse Optimization Techniques With Applications to Classical Control.

Satheesh K. Perepu, Arun K. Tangirala

IEEE Trans. Control. Syst. Technol., 2019

Realizing Social-Media-Based Analytics for Smart Agriculture.

M. Saravanan, Satheesh K. Perepu

Rev. Socionetwork Strateg., 2019

2018

Focusing Social Media Based Analytics for Plant Diseases in Smart Agriculture.

M. Saravanan, Satheesh K. Perepu

Proceedings of the 5th Multidisciplinary International Social Networks Conference, 2018

Exploring Collective Behavior of Internet of Robotic Things for Indoor Plant Health Monitoring.

M. Saravanan, Satheesh K. Perepu, Amit Sharma

Proceedings of the IEEE International Conference on Internet of Things and Intelligence System, 2018

A New Chat Solution for Shared Services using Natural Language Processing Models.

M. Saravanan, Satheesh K. Perepu, Sudipta Bose

Proceedings of the 15th International Conference on Natural Language Processing, 2018