Multi-Agent Deep Reinforcement Learning for Traffic optimization through Multiple Road Intersections using Live Camera Feed.
Deepeka GargMaria ChliGeorge VogiatzisPublished in: ITSC (2020)
Keyphrases
- reinforcement learning
- multi agent
- traffic signal
- traffic light
- traffic signal control
- real time
- road network
- traffic flow
- traffic control
- urban traffic
- traffic monitoring
- multiagent systems
- road surface
- field of view
- traffic management
- multiple cameras
- traffic simulator
- transportation networks
- hand held
- city traffic
- multi camera
- function approximation
- multi agent systems
- learning algorithm
- video camera
- traffic conditions
- overlapping views
- optimization problems
- vehicle speed
- machine learning
- camera parameters
- dynamic programming
- road safety
- traffic volume
- road traffic
- vision system
- shortest path
- markov decision processes
- network traffic
- traffic congestion
- single agent