Phasic Diversity Optimization for Population-Based Reinforcement Learning.
Jingcheng JiangHaiyin PiaoYu FuYihang HaoChuanlu JiangZiqi WeiXin YangPublished in: ICRA (2024)
Keyphrases
- reinforcement learning
- optimization problems
- optimization algorithm
- combinatorial optimization
- function approximation
- discrete optimization
- particle swarm optimization
- differential evolution
- learning algorithm
- evolutionary algorithm
- global optimization
- genetic algorithm
- evolutionary search
- optimization methods
- optimization method
- state space
- objective function
- case study
- database
- optimal policy
- simulated annealing
- learning process
- optimization process
- evolution strategy
- model free
- reinforcement learning algorithms