Application of reinforcement learning to medium access control for wireless sensor networks

Y Chu, S Kosunalp, PD Mitchell, D Grace… - … Applications of Artificial …, 2015 - Elsevier
This paper presents a novel approach to medium access control for single-hop wireless
sensor networks. The ALOHA-Q protocol applies Q-Learning to frame based ALOHA as an …

[PDF][PDF] Application of Reinforcement Learning on Medium Access Control for Wireless Sensor Networks

Y Chu - 2013 - core.ac.uk
This thesis investigates the application of Reinforcement Learning (RL) on Medium Access
Control (MAC) for Wireless Sensor Networks (WSNs). RL is applied as an intelligent slot …

[引用][C] Application of reinforcement learning to medium access control for wireless sensor networks

Y Chu, S Kosunalp, PD Mitchell, D Grace… - … Applications of Artificial …, 2015 - pure.york.ac.uk
Application of reinforcement learning to medium access control for wireless sensor networks
— York Research Database Skip to main navigation Skip to search Skip to main content York …

[PDF][PDF] Application of reinforcement learning to medium access control for wireless sensor networks

Y Chu, S Kosunalp, PD Mitchell, D Grace… - … of Artificial Intelligence, 2015 - researchgate.net
abstract This paper presents a novel approach to medium access control for single-hop
wireless sensor networks. The ALOHA-Q protocol applies Q-Learning to frame based …

Application of reinforcement learning to medium access control for wireless sensor networks

Y Chu, S Kosunalp, PD Mitchell, D Grace… - … Applications of Artificial …, 2015 - infona.pl
This paper presents a novel approach to medium access control for single-hop wireless
sensor networks. The ALOHA-Q protocol applies Q-Learning to frame based ALOHA as an …

Application of reinforcement learning to medium access control for wireless sensor networks

Y Chu, S Kosunalp, PD Mitchell, D Grace… - … Applications of Artificial …, 2015 - dl.acm.org
This paper presents a novel approach to medium access control for single-hop wireless
sensor networks. The ALOHA-Q protocol applies Q-Learning to frame based ALOHA as an …

Application of Reinforcement Learning on Medium Access Control for Wireless Sensor Networks

YI CHU - 2013 - etheses.whiterose.ac.uk
This thesis investigates the application of Reinforcement Learning (RL) on Medium Access
Control (MAC) for Wireless Sensor Networks (WSNs). RL is applied as an intelligent slot …

Application of Reinforcement Learning on Medium Access Control for Wireless Sensor Networks

YI CHU - 2013 - etheses.whiterose.ac.uk
This thesis investigates the application of Reinforcement Learning (RL) on Medium Access
Control (MAC) for Wireless Sensor Networks (WSNs). RL is applied as an intelligent slot …