Enhanced Multiagent Multi-objective Reinforcement Learning for Urban Traffic Light Control.
Mohamed Abdelaziz KhamisWalid El-Sayed Ali GomaaPublished in: ICMLA (1) (2012)
Keyphrases
- multi objective optimization problems
- multi objective
- multi agent
- reinforcement learning
- multi objective optimization
- evolutionary algorithm
- optimization algorithm
- nsga ii
- learning agents
- cooperative
- multiagent learning
- single agent
- traffic simulator
- objective function
- multi objective evolutionary
- genetic algorithm
- particle swarm optimization
- autonomous agents
- multiple objectives
- multiagent systems
- markov decision processes
- function approximation
- multi agent systems
- state space
- model free
- temporal difference
- urban planning
- urban areas
- robocup soccer
- optimal policy
- conflicting objectives
- bi objective
- reinforcement learning algorithms
- pareto optimal
- multi criteria
- traffic light
- multiple agents
- learning algorithm
- trade off
- neural network