Risk-Sensitive Reinforcement Learning for URLLC Traffic in Wireless Networks.
Nesrine Ben KhalifaMohamad AssaadMérouane DebbahPublished in: WCNC (2019)
Keyphrases
- wireless networks
- risk sensitive
- reinforcement learning
- model free
- optimal control
- markov decision processes
- medium access control
- reinforcement learning algorithms
- markov decision problems
- control policies
- wireless communication
- intelligent transportation systems
- function approximation
- packet scheduling
- optimal policy
- multi hop
- network traffic
- state space
- low bandwidth
- ad hoc networks
- utility function
- policy iteration
- partially observable
- dynamic programming
- temporal difference
- cellular networks
- network coding
- decision theoretic
- traffic flow
- infinite horizon
- average reward
- mobile networks
- multi agent
- finite state
- multimedia services
- control strategy
- cooperative
- markov decision process
- real time
- control policy
- computational complexity
- optimality criterion
- learning algorithm