Reinforcement Learning from Optimization Proxy for Ride-Hailing Vehicle Relocation (Extended Abstract).
Enpeng YuanWenbo ChenPascal Van HentenryckPublished in: IJCAI (2023)
Keyphrases
- extended abstract
- reinforcement learning
- function approximation
- optimization algorithm
- vehicle routing
- optimization problems
- optimization method
- global optimization
- robotic control
- learning process
- vehicle detection
- state space
- real time
- markov decision processes
- traffic management
- temporal difference
- pedestrian detection
- object detection
- dynamic programming
- learning algorithm
- machine learning
- neural network