3 papers
cs.AI2022
Scaling up ML-based Black-box Planning with Partial STRIPS Models
Matias Greco, Álvaro Torralba, Jorge A. Baier +1
A popular approach for sequential decision-making is to perform simulator-based search guided with Machine Learning (ML) methods like policy learning. On the other hand, model-rela…
hep-ex2021
Search for invisible decays of the baryon
BESIII Collaboration, M. Ablikim, M. N. Achasov +498
A search for invisible decays of the baryon is carried out in the process based on events collected with the BESIII detect…
cs.AI2021
Exploiting Learned Policies in Focal Search
Pablo Araneda, Matias Greco, Jorge A. Baier
Recent machine-learning approaches to deterministic search and domain-independent planning employ policy learning to speed up search. Unfortunately, when attempting to solve a sear…