Publications
2025
Reinforcement Learning with Random Time Horizons
Proceedings of the 42nd International Conference on Machine Learning, pp. 5101-5123, Vol.267, PMLR, 2025
Enric Ribera Borrell, Lorenz Richter, Christof Schütte
BibTeX
arXiv
Ribera Borrell, Enric
arXiv
2024
Connecting Stochastic Optimal Control and Reinforcement Learning
Journal of Mathematical Physics, 65(8), 2024
Jannes Quer, Enric Ribera Borrell
BibTeX
DOI
Ribera Borrell, Enric
DOI
Learning Koopman eigenfunctions of stochastic diffusions with optimal importance sampling and ISOKANN
Journal of Mathematical Physics, Vol.65, p. 013502, 2024
Alexander Sikorski, Enric Ribera Borrell, Marcus Weber
BibTeX
arXiv
DOI
Ribera Borrell, Enric
arXiv
DOI
2023
Improving control based importance sampling strategies for metastable diffusions via adapted metadynamics
SIAM Journal on Scientific Computing (SISC), 89(1), 2023
Enric Ribera Borrell, Jannes Quer, Lorenz Richter, Christof Schütte
BibTeX
DOI
Ribera Borrell, Enric
DOI
2021
Improving control based importance sampling strategies for metastable diffusions via adapted metadynamics
ZIB-Report 21-40
Enric Ribera Borrell, Jannes Quer, Lorenz Richter, Christof Schütte
PDF
BibTeX
Ribera Borrell, Enric
BibTeX
2020
Extending Transition Path Theory: Periodically Driven and Finite-Time Dynamics
Journal of Nonlinear Science, Vol.30, pp. 3321-3366, 2020
Luzie Helfmann, Enric Ribera Borrell, Christof Schütte, Peter Koltai
BibTeX
DOI
Ribera Borrell, Enric
DOI
2019
From ergodic infinite-time to finite-time transition path theory
Master's thesis, Freie Universität Berlin, Péter Koltai, Christof Schütte (Advisors), 2019
Enric Ribera Borrell
BibTeX
Ribera Borrell, Enric