Schedule

Hybrid Learning and Reasoning

Seminar an der Universität des Saarlandes, Fachrichtung Informatik, LSF 133348

Seminar schedule:

Date	Presentation	Location
25.10.2021 4 - 6pm	Welcome Organisation, Introduction to Topics, and Assignments	virtual
29.10.2021	cancelled
5.11.2021	cancelled
12.11.2021	cancelled
19.11.2021	cancelled
26.11.2021 2:15 - 4pm	T. Thanapalasingam, L. van Berkel, P. Bloem & P. Growth (2021). Relational Graph Convolutional Networks: A Closer Look. Presenter: Denis Kokorev	virtual
3.12.2021 2:15 - 4pm	G. Marra, M. Diligenti, F. Giannini, M. Gori & M. Maggini (2020): Relational Neural Machines. Presenter: Xiao Yu	virtual
10.12.2021 2:15 - 4pm	L. D. Liello, P. Ardino, J. Gobbi, P. Morettin, S. Teso & A. Passerini (2020): Efficient Generation of Structured Objects with Constrained Adversarial Networks. Presenter: Aleena Siji	virtual
17.12.2021 4:15 - 6pm	L. Illanes, RT. Yan, SA. Icarte, SA. McIlraith (2020): Symbolic Plans as High-Level Instructions for Reinforcement Learning. Presenter: Pankhuri Vanjani	virtual
7.1.2022 2:15 - 4pm	W. Zhang, B. Paudel, L. Wang, J. Chen, H. Zhu, W. Zhang, A. Bernstein, and H. Chen (2019): Iteratively Learning Embeddings and Rules for Knowledge Graph Reasoning. Presenter: Fabian Krause	virtual
14.1.2022 2:15 - 4pm	P. Almasan, J. Suárez-Varela, A. Badia-Sampera, K. Rusek, P. Barlet-Ros & A. Cabellos-Aparicio (2020): Deep Reinforcement Learning Meets Graph Neural Networks: Exploring a Routing Optimization Use Case. Presenter: N.Pablo Valdunciel Sánchez	virtual
21.1.2022	cancelled	virtual
28.1.2022 2:15 - 4pm	P. Hart & A. Knoll (2020): Graph Neural Networks and Reinforcement Learning for Behavior Generation in Semantic Environments. Presenter: Ayushi Churiwala	virtual
4.2.2022 2:15 - 4pm	F. Pusse & M. Klusch (2019): Hybrid Online POMDP Planning and Deep Reinforcement Learning for Safer Self-Driving Cars. Presenter: Aashita Balan Elaychanadom	virtual
18.2.2022 2:15 - 4pm	Closing Summary, Discussion, Feedback	virtual

The schedule is preliminary; please check it frequently for changes! Due to the COVID19 pandemic, the seminar takes place virtually in the Web via Zoom unless otherwise stated in the schedule above.

Each seminar session has an individual Zoom room address which will be announced on time per E-Mail to registered participants. Other interested but not registered parties who like to attend the seminar will be informed about dial-in info on request.