Multi-Objective Vehicle Rebalancing for Ridehailing System using a Reinforcement Learning Approach.
Yuntian DengHao ChenShiping ShaoJiacheng TangJianzong PiAbhishek GuptaPublished in: CoRR (2020)
Keyphrases
- multi objective
- reinforcement learning
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- multiobjective optimization
- state space
- genetic algorithm
- real time
- multiple objectives
- search tree
- function approximation
- pedestrian detection
- objective function
- pareto optimal
- bi objective
- particle swarm optimization
- multi objective optimization problems
- temporal difference
- binary search trees
- optimal policy
- multi agent
- vehicle detection
- nsga ii
- model free
- multi objective evolutionary
- reinforcement learning algorithms
- vehicle speed
- markov decision processes
- conflicting objectives
- traffic simulator
- traffic management
- autonomous vehicles
- optimal control
- learning algorithm
- action space
- intelligent transportation systems
- intelligent vehicles
- fitness function
- object detection
- dynamic programming