14 citations · 25 across the 3 of their papers we have counts for
2 papers
cs.LG2020★ 14 cited
Constrained Combinatorial Optimization with Reinforcement Learning
Ruben Solozabal, Josu Ceberio, Martin Takáč
This paper presents a framework to tackle constrained combinatorial optimization problems using deep Reinforcement Learning (RL). To this end, we extend the Neural Combinatorial Op…
cs.NE2019★ 3 cited
Evolving Neural Networks in Reinforcement Learning by means of UMDAc
Mikel Malagon, Josu Ceberio
Neural networks are gaining popularity in the reinforcement learning field due to the vast number of successfully solved complex benchmark problems. In fact, artificial intelligenc…