Picture for Satheesh K. Perepu

Satheesh K. Perepu

Advanced Machine Learning Framework for Efficient Plant Disease Prediction

Add code
Sep 08, 2024
Viaarxiv icon

Towards Adaptive IMFs -- Generalization of utility functions in Multi-Agent Frameworks

Add code
May 14, 2024
Viaarxiv icon

Goals are Enough: Inducing AdHoc cooperation among unseen Multi-Agent systems in IMFs

Add code
Oct 26, 2023
Viaarxiv icon

Domain Adaptation of Reinforcement Learning Agents based on Network Service Proximity

Add code
Mar 02, 2023
Viaarxiv icon

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

Add code
Aug 07, 2022
Figure 1 for Multi-agent reinforcement learning for intent-based service assurance in cellular networks
Figure 2 for Multi-agent reinforcement learning for intent-based service assurance in cellular networks
Figure 3 for Multi-agent reinforcement learning for intent-based service assurance in cellular networks
Figure 4 for Multi-agent reinforcement learning for intent-based service assurance in cellular networks
Viaarxiv icon

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

Add code
Sep 14, 2021
Figure 1 for DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning
Figure 2 for DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning
Figure 3 for DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning
Figure 4 for DSDF: An approach to handle stochastic agents in collaborative multi-agent reinforcement learning
Viaarxiv icon

Zero-Shot Federated Learning with New Classes for Audio Classification

Add code
Jun 18, 2021
Figure 1 for Zero-Shot Federated Learning with New Classes for Audio Classification
Figure 2 for Zero-Shot Federated Learning with New Classes for Audio Classification
Figure 3 for Zero-Shot Federated Learning with New Classes for Audio Classification
Figure 4 for Zero-Shot Federated Learning with New Classes for Audio Classification
Viaarxiv icon

Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring

Add code
Dec 04, 2020
Figure 1 for Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring
Figure 2 for Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring
Figure 3 for Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring
Figure 4 for Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring
Viaarxiv icon

Resource-Constrained Federated Learning with Heterogeneous Labels and Models

Add code
Nov 06, 2020
Figure 1 for Resource-Constrained Federated Learning with Heterogeneous Labels and Models
Figure 2 for Resource-Constrained Federated Learning with Heterogeneous Labels and Models
Figure 3 for Resource-Constrained Federated Learning with Heterogeneous Labels and Models
Figure 4 for Resource-Constrained Federated Learning with Heterogeneous Labels and Models
Viaarxiv icon

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

Add code
Aug 20, 2020
Figure 1 for Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting
Figure 2 for Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting
Figure 3 for Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting
Figure 4 for Reinforcement Learning based dynamic weighing of Ensemble Models for Time Series Forecasting
Viaarxiv icon