Dr.
Oliver Richter

Publications

Automating Rigid Origami Design (Best paper in AI&Arts track)
Jeremia Geiger, Karolis Martinkus, Oliver Richter and Roger Wattenhofer.
32nd International Joint Conference on Artificial Intelligence (IJCAI), Macau, China, August 2023.
BibTeX
Automating Rigid Origami Design
Jeremia Geiger, Karolis Martinkus, Oliver Richter and Roger Wattenhofer.
ICML Workshop on Machine Learning for Computational Design (MLCD), Baltimore, Maryland, USA, July 2022.
BibTeX
Word2Course: Creating Interactive Courses from as Little as a Keyword (Best student paper award)
Sébastien Foucher, Damian Pascual, Oliver Richter and Roger Wattenhofer.
International Conference on Computer Supported Education (CSEDU), Virtual, April 2022.
BibTeX
WikiFlash: Generating Flashcards from Wikipedia Articles
Yuang Cheng, Yue Ding, Sebastien Foucher, Damián Pascual, Oliver Richter, Martin Volk and Roger Wattenhofer.
28th International Conference on Neural Information Processing, virtual, December 2021.
Slides (PDF) BibTeX
Learning Algorithms with Self-Play: A New Approach to the Distributed Directory Problem
Pankaj Khanchandani, Oliver Richter, Lukas Rusch and Roger Wattenhofer.
33rd International Conference on Tools with Artificial Intelligence (ICTAI), virtual, November 2021.
Slides (PDF) BibTeX
Unsupervised Task Clustering for Multi-Task Reinforcement Learning
Johannes Ackermann, Oliver Richter and Roger Wattenhofer.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Virtual, September 2021.
BibTeX
WikiFlash: Generating Flashcards from Wikipedia Articles
Yuang Cheng, Yue Ding, Damian Pascual, Oliver Richter, Martin Volk and Roger Wattenhofer.
AAAI Workshop on AI Education, Online, February 2021.
BibTeX
Learning Lower Bounds for Graph Exploration With Reinforcement Learning
Jorel Elmiger, Lukas Faber, Pankaj Khanchandani, Oliver Richter and Roger Wattenhofer.
Learning meets Combinatorial Algorithms Workshop @ NeurIPS 2020, online, December 2020.
BibTeX
Unsupervised Task Clustering for Multi-Task RL
Johannes Ackermann, Oliver Richter and Roger Wattenhofer.
Workshop on Deep Reinforcement Learning at the 34th Conference on Neural Information Processing Systems, Online, December 2020.
BibTeX
On Identifiability in Transformers
Gino Brunner, Yang Liu, Damian Pascual, Oliver Richter, Massimiliano Ciaramita and Roger Wattenhofer.
8th International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, April 2020.
BibTeX
Tunnel Vision Attack on IMPALA - Questioning the Robustness of Reinforcement Learning Agents
Julian Bolick, Gino Brunner, Oliver Richter and Roger Wattenhofer.
Workshop on Safety and Robustness in Decision Making at the 33rd Conference on Neural Information Processing Systems, Vancouver, Canada, December 2019.
BibTeX
Monaural Music Source Separation using a ResNet Latent Separator Network
Gino Brunner, Nawel Naas, Sveinn Palsson, Oliver Richter and Roger Wattenhofer.
31st International Conference on Tools with Artificial Intelligence (ICTAI), Portland, Oregon, USA, November 2019.
BibTeX
Neural Symbolic Music Genre Transfer Insights
Gino Brunner, Mazda Moayeri, Oliver Richter, Roger Wattenhofer and Chi Zhang.
12th International Workshop on Machine Learning and Music (MML), in conjunction with ECML PKDD, Würzburg, Germany, September 2019.
Slides (PDF) BibTeX
Attentive Multi-Task Deep Reinforcement Learning
Timo Bräm, Gino Brunner, Oliver Richter and Roger Wattenhofer.
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Würzburg, Germany, September 2019.
BibTeX
Quantile Regression Reinforcement Learning with State Aligned Vector Rewards
Oliver Richter and Roger Wattenhofer.
Workshop on Modeling and Decision-Making in the Spatiotemporal Domain at the 32nd Conference on Neural Information Processing Systems, Montréal, Québec, Canada, December 2018.
BibTeX
Using State Predictions for Value Regularization in Curiosity Driven Deep Reinforcement Learning
Gino Brunner, Manuel Fritsche, Oliver Richter and Roger Wattenhofer.
30th International Conference on Tools with Artificial Intelligence (ICTAI), Volos, Greece, November 2018.
Slides (PDF) BibTeX
TreeConnect: A Sparse Alternative to Fully Connected Layers
Oliver Richter and Roger Wattenhofer.
30th International Conference on Tools with Artificial Intelligence (ICTAI), Volos, Greece, November 2018.
Slides (PDF) BibTeX
Teaching a Machine to Read Maps with Deep Reinforcement Learning
Gino Brunner, Oliver Richter, Yuyi Wang and Roger Wattenhofer.
32nd Conference on Artificial Intelligence (AAAI), New Orleans, Louisiana, USA, February 2018.
Slides (PPT) BibTeX
Local Checkability in Dynamic Networks
Klaus-Tycho Förster, Oliver Richter, Jochen Seidel and Roger Wattenhofer.
18th International Conference on Distributed Computing and Networking (ICDCN), Hyderabad, India, January 2017.
External BibTeX

Theses & Labs

	Title	Type	Contact/Supervisor	Assigned	Student(s)
Past Theses & Labs
	Automated Exercise Generation [confidential]	M	Damian Pascual, Oliver Richter	HS 21
	Using Pattern Recognition and Imitation Learning to Improve the Jass AI [confidential]	S	Oliver Richter, Benjamin Estermann	HS 21
	User Tailored Jass AI	S	Oliver Richter, Benjamin Estermann	HS 21
	Live Content Generation in Momentum-based Games	S	Oliver Richter	FS 21
	Automated Exercise Coach [confidential]	S	Oliver Richter, Damian Pascual	HS 20
	Developing a Jass AI Server	B	Oliver Richter	HS 20
	Development of a Decentralised Communication Framework for an Online Tichu Game	S	Lukas Faber, Oliver Richter	HS 20
	Generating Flashcards From Wikipedia Articles [confidential]	G	Damian Pascual, Oliver Richter	HS 20	,
	Normalized Attention Reinforcement Learning [confidential]	S	Oliver Richter, Damian Pascual	HS 20
	A Rigid Origami Environment for Reinforcement Learning [confidential]	M	Oliver Richter, Karolis Martinkus	HS 20
	Byzantine Reinforcement Learning	M	Darya Melnyk, Oliver Richter	FS 20
	Developing a Jass AI [confidential]	M	Oliver Richter	FS 20
	Value Convergence in Actor-Critic Reinforcement Learning [confidential]	S	Oliver Richter	FS 20
	Identifying and Using Task Relations in Multi-Task Reinforcement Learning [confidential]	M	Oliver Richter	FS 20
	Deep Reinforcement Learning Applied to Byzantine Agreement	S	Darya Melnyk, Oliver Richter	HS 19
	Dynamic Directories using Reinforcement Learning [confidential]	M	Pankaj Khanchandani, Oliver Richter	HS 19
	Investigating Reinforcement Learning Algorithms [confidential]	S	Oliver Richter, Damian Pascual	HS 19
	Developing a Jass AI Platform [confidential]	G	Oliver Richter	HS 19	,
	Attentive Multi-tasking [confidential]	B	Oliver Richter, Gino Brunner	FS 19
	Deep Monaural Music Source Separation [confidential]	S	Gino Brunner, Oliver Richter	FS 19
	Generalizing Audio Source Separation [confidential]	M	Oliver Richter, Gino Brunner	FS 19
	Robustness In Reinforcement Learning [confidential]	M	Gino Brunner, Oliver Richter	FS 19
	Deep Transformer Models in Natural Language Processing [confidential]	M	Gino Brunner, Oliver Richter	FS 19
	Music Genre Transfer [confidential]	S	Gino Brunner, Oliver Richter	FS 19
	Music Genre Transfer with Deep Learning [confidential]	S	Gino Brunner, Oliver Richter	FS 19
	Deep Preference Learning for Advanced Home Search [confidential]	S	Oliver Richter, Simon Tanner	HS 18
	Democracy in Deep Reinforcement Learning [confidential]	S	Oliver Richter, Gino Brunner	HS 18
	Meta-Learning an Image Editing Style	B	Oliver Richter, Gino Brunner	HS 18
	Adaptive Hierarchical Deep Reinforcement Learning [confidential]	M	Oliver Richter, Gino Brunner	FS 18
	Deep Learning for Natural Language Processing (NLP) using Variational Autoencoders (VAE)	M	Gino Brunner, Oliver Richter	FS 18
	Developing a Capsule Network [confidential]	S	Oliver Richter, Gino Brunner	FS 18
	Exploration-Exploitation Trade-off in Deep Reinforcement Learning	B	Oliver Richter, Gino Brunner	FS 18
	ResNet Autoencoder for Monaural Music Source Separation [confidential]	M	Gino Brunner, Oliver Richter	FS 18
	Teaching Machines Curiosity [confidential]	S	Oliver Richter, Gino Brunner	FS 18
	Transferring Knowledge Between Games [confidential]	M	Oliver Richter, Gino Brunner	FS 18

Dr. Oliver Richter

Publications

Theses & Labs

Past Theses & Labs

Dr.
Oliver Richter