Schedule

Hybrid Learning and Reasoning

Seminar an der Universität des Saarlandes, Fachrichtung Informatik, LSF 123624

Seminar schedule:

The schedule is preliminary; please check it frequently for changes!

Due to the COVID19 pandemic, the summer semester has been shortened and starts on May 4, 2020

The seminar takes place virtually in the Web via GotoMeeting (or Zoom) unless otherwise stated in the schedule below. Each seminar session has an individual GotoMeeting (or 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 on their request..

Date	Presentation	Location
5.5.2020 4:15 - 6pm	Welcome Organisation, Introduction to Topics, and Assignments	GotoMeeting
7.5.2020 4:15-6pm	cancelled
14.5.2020 4:15-6pm	cancelled
28.5.2020 4:15-6pm	cancelled
4.6.2020 4:15-6pm	Learning with symbolic semantic prior H. Zhang et al. (2019): Faster and Safer Training by Embedding High-Level Knowledge into Deep Reinforcement Learning. arXiv preprint arXiv:1910.09986. Presenter: Ahmed Radwan Ibrahim Abouelazm	GotoMeeting
18.6.2020 4:15-6pm	cancelled	GotoMeeting
25.6.2020 4:15-6pm	Learning intermediate symbolic abstraction for learning R. Toro Icarte, TQ. Klassen, R. Valenzano & SA. McIlraith (2018): Teaching Multiple Tasks to an RL Agent using LTL. Proceedings of 17th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS). Presenter: Sarah Mameche	GotoMeeting
2.7.2020 4:15-6pm	Meta-reasoning for control D. Lyu, F. Yang, B. Liu & S. Gustafson (2019): SDRL: Interpretable and Data-Efficient Deep Reinforcement Learning Leveraging Symbolic Planning. Proceedings of AAAI Conference on Artificial Intelligence (AAAI). Presenter: Muneeb Aadil
9.7.2020 4:15-6pm	Learning intermediate symbolic abstraction for reasoning F. Pusse & M. Klusch (2019): Hybrid Online POMDP Planning and Deep Reinforcement Learning for Safer Self-Driving Cars. Proceedings of IEEE Intelligent Vehicles Symposium (IV). Presenter: Dikshant Gupta	GotoMeeting
10.7.2020 4:15-6pm	Closing Summary, Discussion, Feedback	GotoMeeting