5 papers
Towards Federated Multi-Armed Bandit Learning for Content Dissemination using Swarm of UAVs
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper introduces an Unmanned Aerial Vehicle - enabled content management architecture that is suitable for critical content access in communities of users that are communicati…
Top-k Multi-Armed Bandit Learning for Content Dissemination in Swarms of Micro-UAVs
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper presents a Micro-Unmanned Aerial Vehicle (UAV)-enhanced content management system for disaster scenarios where communication infrastructure is generally compromised. Uti…
Unsupervised Speaker Diarization in Distributed IoT Networks Using Federated Learning
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper presents a computationally efficient and distributed speaker diarization framework for networked IoT-style audio devices. The work proposes a Federated Learning model wh…
Multi-Armed Bandit Learning for Content Provisioning in Network of UAVs
Amit Kumar Bhuyan, Hrishikesh Dutta, Subir Biswas
This paper proposes an unmanned aerial vehicle (UAV) aided content management system in communication-challenged disaster scenarios. Without cellular infrastructure in such scenari…
Fostering Human Learning in Sequential Decision-Making: Understanding the Role of Evaluative Feedback
Piyush Gupta, Subir Biswas, Vaibhav Srivastava
Cognitive rehabilitation, STEM (science, technology, engineering, and math) skill acquisition, and coaching games such as chess often require tutoring decision-making strategies. T…