11 citations · 21 across the 3 of their papers we have counts for
5 papers
Attention Actor-Critic algorithm for Multi-Agent Constrained Co-operative Reinforcement Learning
P. Parnika, Raghuram Bharadwaj Diddigi, Sai Koti Reddy Danda +1
In this work, we consider the problem of computing optimal actions for Reinforcement Learning (RL) agents in a co-operative setting, where the objective is to optimize a common goa…
A Stochastic Game Framework for Efficient Energy Management in Microgrid Networks
Shravan Nayak, Chanakya Ajit Ekbote, Annanya Pratap Singh Chauhan +5
We consider the problem of energy management in microgrid networks. A microgrid is capable of generating a limited amount of energy from a renewable resource and is responsible for…
Actor-Critic Algorithms for Constrained Multi-agent Reinforcement Learning
Raghuram Bharadwaj Diddigi, Sai Koti Reddy Danda, Prabuchandran K. J. +1
In cooperative stochastic games multiple agents work towards learning joint optimal actions in an unknown environment to achieve a common goal. In many real-world applications, how…
Multi-Agent Q-Learning for Minimizing Demand-Supply Power Deficit in Microgrids
Raghuram Bharadwaj Diddigi, D. Sai Koti Reddy, Shalabh Bhatnagar
We consider the problem of minimizing the difference in the demand and the supply of power using microgrids. We setup multiple microgrids, that provide electricity to a village. Th…
An improvement to k-nearest neighbor classifier
T. Hitendra Sarma, P. Viswanath, D. Sai Koti Reddy +1
K-Nearest neighbor classifier (k-NNC) is simple to use and has little design time like finding k values in k-nearest neighbor classifier, hence these are suitable to work with dyna…