Reinforcement Learning from Optimization Proxy for Ride-Hailing Vehicle Relocation.
Enpeng YuanWenbo ChenPascal Van HentenryckPublished in: J. Artif. Intell. Res. (2022)
Keyphrases
- reinforcement learning
- vehicle routing
- optimization algorithm
- constrained optimization
- pedestrian detection
- urban traffic
- optimization model
- real time
- global optimization
- optimization problems
- state space
- multi agent
- optimization method
- markov decision processes
- step size
- optimization process
- human body
- model free
- traffic management
- traffic monitoring
- vehicle speed