Seminar On Assigning of Prior Probability to a New Hypothesis
The speaker will be Miroslav Kárný, the seminar will be held on Wednesday 25.5.2022 at 11:00 in the AS-meeting room 474.
Pro všechny
Stránka je přístupná i mimo doménu utia.
Seminar User‘s feedback in Preference elicitation
The speaker will be Tereza Siváková, the seminar will be held on Monday 16. 5. 2022 at 11 am in the AS-meeting room 474
Seminar User‘s feedback in Preference elicitation
Speaker will be Tereza Siváková.
The research studies optimal decision-making with the focus on preferences quantified for fully probabilistic design (FPD). FPD models the closed DM loop and the agent’s preferences by joint probability densities (pds). There is a preference-elicitation (PE) principle, which maps the agent’s model of the state transitions and its incompletely expressed wishes on an ideal pd quantifying them. This research also studies preferences targeting actions and contradicting preferences.
Seminar Transfer learning in Reinforcement learning tasks
Speaker will be Marko Ruman.
Deep reinforcement learning has shown an ability to achieve super-human performance in solving complex reinforcement learning tasks only from raw-pixels. However, it fails to reuse knowledge from previously learnt tasks to solve new, unseen ones. To generalize and reuse knowledge is one of the fundamental requirements for creating a truly intelligent agent. The work summarizes the problem of transfer learning in reinforcement learning tasks and offers a method for one-to-one task transfer learning.
Job offer - Help Ukraine
Department of Adaptive Systems, Institute of Information Theory and Automation, Czech Academy of Sciences is looking for researchers/postdocs/PhD students in one of the areas:
• - Cybernetics
• - Artificial intelligence
• - Informatics
• - Applied mathematics
• - Control theory
• - other related fields
Good professional knowledge of English is essential, no knowledge of Czech is needed.
If you are interested please contact Mrs Neuner neuner@utia.cas.cz for further details. Those who have started PhD in Ukraine are also welcome.
Announcement of an open competition for the position of the Director of the Institute of Information Theory and Automation of the Czech Academy of Sciences
The Board of the Institute of Information Theory and Automation of the Czech Academy of Sciences (Ústav teorie informace a automatizace AV ČR, v. v. i.) announces an open competition for the position of the Director of the Institute.
Vladimír Kučera is the laureate of the National Government Prize Czech Mind
Prof. Ing. Vladimir Kucera, DrSc., dr. h. c. is an Emeritus Scientist of the Czech Academy of Sciences and served as the Director of the UTIA from 1990-1998. He has been a longtime excelent researcher at the Department of Control Theory, his scientific activities in UTIA range over 50 years. More about the prize on https://www.ciirc.cvut.cz/en/profesor-vladimir-kucera-ziskal-nejvyssi-vedecke-vyznamenani-ceskou-hlavu/
Photo: BcA. ONDŘEJ KALMÁN
Velké říjnové soft-computingové rokování 2021
VŘSR is a traditional workshop sequentially organized by colleagues from UTIA, IRAFM Ostrava University, and UI. The meeting is focused mainly on the presentation of fresh (inter) results of participating doctoral students and their subsequent discussion in a wider plenary of experienced science matadors. Contributions traditionally come from different areas of uncertainty processing.
Statistics of Machine Learning
Institutes of Information Theory and Automation in cooperation with Humboldt-Universität zu Berlin and Faculty of Mathematics and Physics, Charles University in Prague organizes STAT of ML (Statistics of Machine Learning) conference to be held from October 6 to October 7, 2021 in Prague, Czech Republic. The main theme of the conference is rigorous statical treatment of machine learning applied in the field of digital finance.
More information can be found at the webpage