Quality-Aware Deep Reinforcement Learning for Streaming in Infrastructure-Assisted Connected Vehicles.
Won Joon YunDohyun KwonMinseok ChoiJoongheon KimGiuseppe CaireAndreas F. MolischPublished in: CoRR (2021)
Keyphrases
- quality aware
- reinforcement learning
- real time
- vehicular networks
- function approximation
- data streams
- optimal policy
- travel time
- machine learning
- connected components
- streaming data
- moving vehicles
- autonomous vehicles
- reinforcement learning algorithms
- temporal difference
- data collection
- neural network
- markov decision processes
- information exchange
- action selection
- transfer learning
- state space
- traffic signal
- vehicle tracking
- multi agent
- model free
- video streaming
- vehicle detection
- traffic flow
- deep learning
- traffic congestion
- road traffic