Jakob Burger

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 7

Top Topics

Partial Observability

Solving Planning Problems

Reinforcement Learning

Top Venues

Comput. Chem. Eng.

Publications

Jonathan Pirnay, Quirin Göttl, Jakob Burger, Dominik Gerhard Grimm
Policy-Based Self-Competition for Planning Problems. CoRR (2023)
Fabian Hartung, Billy Joe Franks, Tobias Michels, Dennis Wagner, Philipp Liznerski, Steffen Reithermann, Sophie Fellenz, Fabian Jirasek, Maja Rudolph, Daniel Neider, Heike Leitte, Chen Song, Benjamin Klöpper, Stephan Mandt, Michael Bortz, Jakob Burger, Hans Hasse, Marius Kloft
Deep Anomaly Detection on Tennessee Eastman Process Data. 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)
Edward J. Graham, Esther Forte, Jakob Burger, Amparo Galindo, George Jackson, Claire S. Adjiman
Multi-objective optimization of equation of state molecular parameters: SAFT-VR Mie models for water. Comput. Chem. Eng. 167 (2022)
Quirin Göttl, Dominik G. Grimm, Jakob Burger
Automated Synthesis of Steady-State Continuous Processes using Reinforcement Learning. CoRR (2021)
Michael Bortz, Jakob Burger, Norbert Asprion, Sergej Blagov, Roger Böttcher, U. Nowak, A. Scheithauer, Richard Welke, Karl-Heinz Küfer, Hans Hasse
Multi-criteria optimization in chemical process design and decision support by navigation on Pareto sets. Comput. Chem. Eng. 60 (2014)