Toward a Fully-Observable Markov Decision Process With Generative Models for Integrated 6G-Non-Terrestrial Networks.
Achilles MachumilanePietro CassaràAlberto GottaPublished in: IEEE Open J. Commun. Soc. (2023)
Keyphrases
- 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