Sample Efficient Reinforcement Learning through Learning from Demonstrations in Minecraft. - Christian Scheller; Yanick Schraner; Manfred Vogel (NeurIPS (Competition and Demos), 2019)

Action Space Shaping in Deep Reinforcement Learning. - Anssi Kanervisto; Christian Scheller; Ville Hautamäki (CoG, 2020)

Recycling 4.0: An Integrated Approach Towards an Advanced Circular Economy. - Steffen Blömeke; Mark Mennenga; Christoph Herrmann 001; Lars Kintscher; Gert Bikker; Sebastian Lawrenz; Priyanka Sharma; Andreas Rausch 001; Mathias Nippraschk; Daniel Goldmann; Hendrik Poschmann; Holger Brüggemann; et al. (ICT4S, 2020)

Towards robust and domain agnostic reinforcement learning competitions: MineRL 2020. - William Hebgen Guss; Stephanie Milani; Nicholay Topin; Brandon Houghton; Sharada P. Mohanty; Andrew Melnik; Augustin Harter; Benoit Buschmaas; Bjarne Jaster; Christoph Berganski; Dennis Heitkamp; Marko Henning; et al. (NeurIPS (Competition and Demos), 2020)

Flatland Competition 2020: MAPF and MARL for Efficient Train Coordination on a Grid World. - Florian Laurent; Manuel Schneider; Christian Scheller; Jeremy D. Watson; Jiaoyang Li 001; Zhe Chen 016; Yi Zheng; Shao-Hung Chan; Konstantin Makhnev; Oleg Svidchenko; Vladimir Egorov; Dmitry Ivanov; et al. (NeurIPS (Competition and Demos), 2020)

Flatland-RL : Multi-Agent Reinforcement Learning on Trains. - Sharada Prasanna Mohanty; Erik Nygren; Florian Laurent; Manuel Schneider; Christian Scheller; Nilabha Bhattacharya; Jeremy D. Watson; Adrian Egli; Christian Eichenberger; Christian Baumberger; Gereon Vienken; Irene Sturm; et al. (CoRR, 2020)

Distilling Reinforcement Learning Tricks for Video Games. - Anssi Kanervisto; Christian Scheller; Yanick Schraner; Ville Hautamäki (CoG, 2021)

Swiss Parliaments Corpus, an Automatically Aligned Swiss German Speech to Standard German Text Corpus. - Michel Plüss; Lukas Neukom; Christian Scheller; Manfred Vogel (SwissText, 2021)

Towards robust and domain agnostic reinforcement learning competitions. - William Hebgen Guss; Stephanie Milani; Nicholay Topin; Brandon Houghton; Sharada P. Mohanty; Andrew Melnik; Augustin Harter; Benoit Buschmaas; Bjarne Jaster; Christoph Berganski; Dennis Heitkamp; Marko Henning; et al. (CoRR, 2021)

Comparison of Unsupervised Learning and Supervised Learning with Noisy Labels for Low-Resource Speech Recognition. - Yanick Schraner; Christian Scheller; Michel Plüss; Lukas Neukom; Manfred Vogel (INTERSPEECH, 2022)

SDS-200: A Swiss German Speech to Standard German Text Corpus. - Michel Plüss; Manuela Hürlimann; Marc Cuny; Alla Stöckli; Nikolaos Kapotis; Julia Hartmann; Malgorzata Anna Ulasik; Christian Scheller; Yanick Schraner; Amit Jain; Jan Deriu; Mark Cieliebak; et al. (LREC, 2022)

2nd Swiss German Speech to Standard German Text Shared Task at SwissText 2022. - Michel Plüss; Yanick Schraner; Christian Scheller; Manfred Vogel (SwissText, 2022)

Swiss German Speech to Text system evaluation. - Yanick Schraner; Christian Scheller; Michel Plüss; Manfred Vogel (CoRR, 2022)

STT4SG-350: A Speech Corpus for All Swiss German Dialect Regions. - Michel Plüss; Jan Deriu; Yanick Schraner; Claudio Paonessa; Julia Hartmann; Larissa Schmidt; Christian Scheller; Manuela Hürlimann; Tanja Samardzic; Manfred Vogel; Mark Cieliebak (ACL (2), 2023)