3 citations · 6 across the 2 of their papers we have counts for
4 papers · 1 filter
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…
Medium Access using Distributed Reinforcement Learning for IoTs with Low-Complexity Wireless Transceivers
Hrishikesh Dutta, Subir Biswas
This paper proposes a distributed Reinforcement Learning (RL) based framework that can be used for synthesizing MAC layer wireless protocols in IoT networks with low-complexity wir…
Towards Multi-agent Reinforcement Learning for Wireless Network Protocol Synthesis
Hrishikesh Dutta, Subir Biswas
This paper proposes a multi-agent reinforcement learning based medium access framework for wireless networks. The access problem is formulated as a Markov Decision Process (MDP), a…