2 papers
math.OC2020
Non-local Optimization: Imposing Structure on Optimization Problems by Relaxation
Nils Müller, Tobias Glasmachers
In stochastic optimization, particularly in evolutionary computation and reinforcement learning, the optimization of a function is often addressed through opti…
cs.NE2018
Challenges in High-dimensional Reinforcement Learning with Evolution Strategies
Nils Müller, Tobias Glasmachers
Evolution Strategies (ESs) have recently become popular for training deep neural networks, in particular on reinforcement learning tasks, a special form of controller design. Compa…