Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance.
Lisha ChenHeshan FernandoYiming YingTianyi ChenPublished in: CoRR (2023)
Keyphrases
- trade off
- multi objective
- optimization algorithm
- learning algorithm
- learning process
- knowledge acquisition
- learning problems
- prior knowledge
- active learning
- supervised learning
- global optimization
- learning machines
- conflicting objectives
- evolutionary algorithm
- genetic algorithm
- objective function
- learning systems
- learning tasks
- reinforcement learning
- multi objective optimization
- optimization process
- socio cognitive