Benchmarking Gradient Estimation Mechanisms in Evolution Strategies for Solving Black-Box Optimization Functions and Reinforcement Learning Problems.
Thai Bao TranNgoc Hoang LuongPublished in: SoICT (2022)
Keyphrases
- black box
- evolution strategy
- gradient estimation
- reinforcement learning problems
- evolutionary algorithm
- differential evolution
- optimization methods
- markov decision problems
- reinforcement learning algorithms
- test cases
- variance reduction
- genetic algorithm
- optimization problems
- reinforcement learning
- linear programming
- function approximation
- particle swarm optimization algorithm
- reinforcement learning methods
- objective function