Incremental reinforcement learning for multi-objective analog circuit design acceleration.
Ahmed AbuelnasrAhmed RagabMostafa AmerBenoit GosselinYvon SavariaPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- circuit design
- multi objective
- reinforcement learning
- evolutionary algorithm
- optimization algorithm
- multi objective optimization
- multiple objectives
- function approximation
- design automation
- digital circuits
- genetic algorithm
- multiobjective optimization
- nsga ii
- particle swarm optimization
- incremental learning
- markov decision processes
- state space
- multi objective optimization problems
- conflicting objectives
- objective function
- optimal control
- reinforcement learning algorithms
- pareto optimal
- learning process
- supervised learning
- machine learning
- batch mode
- differential evolution
- wireless sensor networks
- mobile robot
- genetic programming
- bi objective
- multi objective evolutionary algorithms
- artificial neural networks
- learning algorithm
- optimum design
- multi objective genetic algorithms