1 code implementation • 31 May 2022 • Martin Vastl, Jonáš Kulhánek, Jiří Kubalík, Erik Derner, Robert Babuška
The task of finding formulas from a set of observed inputs and outputs is called symbolic regression.
1 code implementation • 18 Mar 2022 • Jonáš Kulhánek, Erik Derner, Torsten Sattler, Robert Babuška
We propose a 2D-only method that maps multiple context views and a query pose to a new image in a single pass of a neural network.
1 code implementation • EMNLP (NLP4ConvAI) 2021 • Jonáš Kulhánek, Vojtěch Hudeček, Tomáš Nekvinda, Ondřej Dušek
Our model substantially outperforms the baseline on the MultiWOZ data and shows competitive performance with state of the art in both automatic and human evaluation.
Ranked #3 on End-To-End Dialogue Modelling on MULTIWOZ 2.0 (using extra training data)
2 code implementations • 21 Oct 2020 • Jonáš Kulhánek, Erik Derner, Robert Babuška
This precludes the use of the learned policy on a real robot.
1 code implementation • 8 Aug 2019 • Jonáš Kulhánek, Erik Derner, Tim de Bruin, Robert Babuška
However, the application of deep RL to visual navigation with realistic environments is a challenging task.