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Toward a Fully-Observable Markov Decision Process With Generative Models for Integrated 6G-Non-Terrestrial Networks.
Achilles Machumilane
Pietro Cassarà
Alberto Gotta
Published in:
IEEE Open J. Commun. Soc. (2023)
Keyphrases
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generative model
markov decision process
partial observability
state space
markov decision processes
probabilistic model
reward function
reinforcement learning
partially observable
optimal policy
em algorithm
infinite horizon
prior knowledge
semi supervised
initial state
planning problems
conditional random fields
belief space
hidden variables
expectation maximization
search space
network structure
markov decision problems
hidden state
heuristic search
random walk
domain specific