Reinforcement Learning for Multi-Objective Task Placement on Heterogeneous Architectures with Real-Time Constraints.
Bakhta HaouariRania MzidOlfa MosbahiPublished in: ENASE (2024)
Keyphrases
- multi objective
- real time
- reinforcement learning
- multi objective optimization
- robotic control
- evolutionary algorithm
- objective function
- multiple objectives
- linear constraints
- state space
- function approximation
- optimization algorithm
- low cost
- genetic algorithm
- heterogeneous environments
- vision system
- particle swarm optimization
- control system
- markov decision processes
- real time systems
- multiobjective optimization
- constrained optimization
- constraint satisfaction
- multi objective optimization problems
- dynamic programming
- real world
- conflicting objectives
- multi objective genetic algorithms
- function approximators
- reinforcement learning algorithms
- optimal policy
- high speed
- learning process
- image sequences