Bayesian Nonparametric Modelling for Model-Free Reinforcement Learning in LTE-LAA and Wi-Fi Coexistence

no code implementations • 6 Jul 2021 • Po-Kan Shih, Bahman Moraffah

This work features a Nonparametric Bayesian reinforcement learning algorithm to cope with the coexistence between Wi-Fi and LTE licensed assisted access (LTE-LAA) agents in 5 GHz unlicensed spectrum.

Autonomous Driving Bayesian Inference +2

Bayesian Nonparametric Reinforcement Learning in LTE and Wi-Fi Coexistence

no code implementations • 25 May 2021 • Po-Kan Shih

A fairness measure was introduced in the reward function to encourage fair sharing between agents.

Fairness reinforcement-learning +2