Satheesh K Perepu

Researcher, Ericsson Research

Joined

May 2021

Names

Satheesh K Perepu (Preferred)

Satheesh K. Perepu

Perepu Satheesh Kumar

Emails

****@ericsson.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Ericsson Research (ericsson.com)

2017 – Present

PhD student

Indian Institute of Technology Madras, Dhirubhai Ambani Institute Of Information and Communication Technology (iitm.ac.in)

2011 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Know your Trajectory - Trustworthy Reinforcement Learning deployment through Importance-Based Trajectory Analysis
Clifford F, Devika Jay, Abhishek Sarkar, Satheesh K Perepu, Santhosh G S, Kaushik Dey, Balaraman Ravindran
- DAI Poster
- Readers: Everyone
Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity
Kaushik Dey, Satheesh K. Perepu, Pallab Dasgupta, Abir Das
- Published: 01 Jan 2023, Last Modified: 09 May 2023
- CoRR 2023
- Readers: Everyone
A novel unsupervised method for root cause analysis of anomalies using sparse optimization techniques
Satheesh K. Perepu, Vivek Shankar Pinnamaraju
- Published: 01 Jan 2022, Last Modified: 09 May 2023
- ICSC 2022
- Readers: Everyone
Intent-based multi-agent reinforcement learning for service assurance in cellular networks
Satheesh K. Perepu, Jean P. Martins, Ricardo Souza S, Kaushik Dey
- Published: 01 Jan 2022, Last Modified: 09 May 2023
- GLOBECOM 2022
- Readers: Everyone
Optimize Next State Prediction in Safe RL for 5G Ecosystem
Satheesh K. Perepu, M. Saravanan
- Published: 01 Jan 2022, Last Modified: 09 May 2023
- COMSNETS 2022
- Readers: Everyone
Multi-agent reinforcement learning for intent-based service assurance in cellular networks
Satheesh K. Perepu, Jean P. Martins, Ricardo Souza S, Kaushik Dey
- Published: 01 Jan 2022, Last Modified: 09 May 2023
- CoRR 2022
- Readers: Everyone
DSDF: Coordinated look-ahead strategy in stochastic multi-agent reinforcement learning
Satheesh K Perepu, Kaushik Dey
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Zero-Shot Federated Learning with New Classes for Audio Classification
Gautham Krishna Gudur, Satheesh K. Perepu
- Published: 01 Jan 2021, Last Modified: 09 May 2023
- CoRR 2021
- Readers: Everyone
DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning
Satheesh K. Perepu, Kaushik Dey
- Published: 01 Jan 2021, Last Modified: 09 May 2023
- CoRR 2021
- Readers: Everyone
Intelligent Question Answering using Knowledge Representation for Managed Services
M. Saravanan, Satheesh K. Perepu
- Published: 01 Jan 2021, Last Modified: 09 May 2023
- COMAD/CODS 2021
- Readers: Everyone

View all 19 publications