A new dog learns old tricks: RL finds classic optimization algorithms.
Weiwei KongChristopher LiawAranyak MehtaD. SivakumarPublished in: ICLR (Poster) (2019)
Keyphrases
- optimization problems
- orders of magnitude
- times faster
- reinforcement learning
- significant improvement
- computational cost
- computationally efficient
- discrete optimization
- efficient optimization
- learning algorithm
- data structure
- data mining techniques
- benchmark datasets
- combinatorial optimization
- function approximation