240 citations · 377 across the 18 of their papers we have counts for
Showing 2017 · cs.NIShow all
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cs.NI2017
Collaborative Spatial Reuse in Wireless Networks via Selfish Multi-Armed Bandits
Francesc Wilhelmi, Cristina Cano, Gergely Neu +3
Next-generation wireless deployments are characterized by being dense and uncoordinated, which often leads to inefficient use of resources and poor performance. To solve this, we e…
cs.NI2017
Implications of Decentralized Q-learning Resource Allocation in Wireless Networks
Francesc Wilhelmi, Boris Bellalta, Cristina Cano +1
Reinforcement Learning is gaining attention by the wireless networking community due to its potential to learn good-performing configurations only from the observed results. In thi…