Jonathan Pirnay

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Concurrent Actions

Combinatorial Optimization

Solving Planning Problems

Partial Observability

Top Venues

Trans. Mach. Learn. Res.

Publications

Jonathan Pirnay, Dominik G. Grimm
Take a Step and Reconsider: Sequence Decoding for Self-Improved Neural Combinatorial Optimization. CoRR (2024)
Jonathan Pirnay, Dominik G. Grimm
Self-Improvement for Neural Combinatorial Optimization: Sample Without Replacement, but Improvement. Trans. Mach. Learn. Res. 2024 (2024)
Jonathan Pirnay, Dominik G. Grimm
Self-Improvement for Neural Combinatorial Optimization: Sample without Replacement, but Improvement. CoRR (2024)
Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm
Policy-Based Self-Competition for Planning Problems. CoRR (2023)
Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm
Policy-Based Self-Competition for Planning Problems. ICLR (2023)
Quirin Göttl, Jonathan Pirnay, Dominik G. Grimm, Jakob Burger
Convex Envelope Method for determining liquid multi-phase equilibria in systems with arbitrary number of components. Comput. Chem. Eng. 177 (2023)
Quirin Göttl, Jonathan Pirnay, Jakob Burger, Dominik G. Grimm
Deep reinforcement learning uncovers processes for separating azeotropic mixtures without prior knowledge. CoRR (2023)
Jonathan Pirnay, Keng Chai
Inpainting Transformer for Anomaly Detection. ICIAP (2) (2022)
Jonathan Pirnay, Keng Chai
Inpainting Transformer for Anomaly Detection. CoRR (2021)