GitHub

lasso-regression

Python machine learning applications in image processing, recommender system, matrix completion, netflix problem and algorithm implementations including Co-clustering, Funk SVD, SVD++, Non-negative ...
IEEE

SA-MARL: Novel Self-Attention-Based Multi-Agent Reinforcement Learning With Stochastic Gradient Descent

Abstract: In the rapidly advancing Reinforcement Learning (RL) field, Multi-Agent Reinforcement Learning (MARL) has emerged as a key player in solving complex real-world challenges. A pivotal ...
IEEE

Reinforcement Learning Control of Markov Chains Based on Stochastic Gradient Descent

Abstract: The control problem for a Markov chain with random rewards under uncertainty seeks to maximize the average total reward. It assumes that the transition matrices for state probabilities, ...