A Q Learning and Fuzzy Q Learning Approach for Optimization of Interference Constellations in Femto-Macro Cellular Architecture in Downlink.
Muhammad Waseem AkhtarRizwan GhaffarImran RashidPublished in: Wirel. Pers. Commun. (2016)
Keyphrases
- reinforcement learning
- cooperative
- function approximation
- state space
- multi agent
- stochastic approximation
- optimal policy
- model free
- reinforcement learning algorithms
- learning algorithm
- action selection
- software implementation
- fuzzy logic
- membership functions
- multi agent reinforcement learning
- learning rate
- optimization algorithm
- fuzzy sets
- optimization problems
- neural network
- stochastic shortest path
- resource allocation
- cellular automata
- fuzzy numbers
- markov decision processes
- fuzzy rules
- temporal difference learning
- expert systems
- decision making