Auto-configuring Exploration-Exploitation Tradeoff in Evolutionary Computation via Deep Reinforcement Learning.
Zeyuan MaJiacheng ChenHongshu GuoYining MaYue-Jiao GongPublished in: GECCO (2024)
Keyphrases
- evolutionary computation
- exploration exploitation tradeoff
- reinforcement learning
- evolutionary algorithm
- function approximation
- objective function
- relevance feedback
- genetic programming
- td methods
- computational intelligence
- machine learning and data mining
- fitness function
- evolutionary learning
- genetic algorithm
- fuzzy logic
- swarm intelligence
- markov decision processes
- transfer learning
- state space
- data mining
- learning algorithm
- active learning
- model free
- multi objective
- temporal difference methods
- reinforcement learning algorithms
- power system
- policy search
- temporal difference
- information retrieval
- machine learning