Automatic Intersection Management in Mixed Traffic Using Reinforcement Learning and Graph Neural Networks.
Marvin KlimkeBenjamin VölzMichael BuchholzPublished in: IV (2023)
Keyphrases
- neural network
- reinforcement learning
- high priority
- pattern recognition
- network monitoring
- artificial neural networks
- traffic flow
- function approximation
- information management
- network traffic
- fully automatic
- information systems
- real time
- traffic signal
- reinforcement learning algorithms
- graph representation
- semi automatic
- data management
- management system
- optimal policy
- traffic control
- genetic algorithm
- road network
- knowledge management
- graph theory
- directed acyclic graph
- function approximators
- telecommunication networks
- multi agent
- temporal difference
- learning algorithm
- structured data
- decision making
- dynamic programming
- network management
- learning classifier systems
- undirected graph
- graph databases
- directed graph
- decision support
- back propagation
- markov decision processes