Machine learning

Planning and Learning For Decentralized MDPs With Event Driven Rewards

Planning and Learning For Decentralized MDPs With Event Driven Rewards

Human Activity Recognition

Classifying human activity recognition amongst six categories using Support Vector Machines and Recurrent Neural Networks (RNNs) with Long Short-Term Memory cells (LSTMs).

Planning and Learning For Decentralized MDPs With Event Driven Rewards

Developed novel algorithms for improving the scalability of solving event based Decentralized (PO)MDPs.