A Data-Driven Reinforcement Learning Based Multi-Objective Route Recommendation System.
Ankur SarkerHaiying ShenKamran KowsariPublished in: MASS (2020)
Keyphrases
- multi objective
- data driven
- reinforcement learning
- evolutionary algorithm
- multi objective optimization
- optimization algorithm
- objective function
- particle swarm optimization
- genetic algorithm
- multiple objectives
- multiobjective optimization
- reinforcement learning algorithms
- collaborative filtering
- function approximation
- bi objective
- temporal difference
- context aware
- evolutionary optimization
- multi agent
- optimal policy
- markov decision processes
- recommendation systems
- multiagent evolutionary algorithm
- pareto optimal
- route planning
- conflicting objectives
- multi objective evolutionary
- nsga ii
- machine learning
- road network
- recommender systems
- state space
- robotic control
- multi objective optimization problems
- learning process
- dynamic programming
- travel time
- supervised learning
- genetic programming
- personalized recommendation
- traffic congestion
- reward function
- shortest path
- policy search
- public transportation
- model free
- optimal control
- neural network