Institute of Information Theory and Automation

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Wednesday, May 25, 2022

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. 

Monday, May 16, 2022

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

Monday, May 9, 2022

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.

Friday, April 8, 2022

Naše oddělení podalo 4 grantové návrhy do GAČR (3 standardní a jeden je spolupráce s Koreí): 

  • M.Kárný - Probabilistic description of beliefs and wishes for prescriptive dynamic decision making 
  • O.Tichý - Bayesian non-linear source quantification of spatio-temporal atmospheric emissions
  • K.Belda - Predictive control design under bounded uncertainties and disturbances in estimated states and parameters of robotic systems
  • K.Belda (spolunavrhovatel) - Controllable gripping mechanics: Modelling, control and experiments

Držíme palce!

Monday, April 4, 2022

 

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.

Thursday, March 31, 2022

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.

Thursday, March 24, 2022

Marko Ruman složil státní doktorskou zkoušku s vyznamenáním (obor: Matematické inženýrství, FJFI ČVUT) a úspešně představil teze své práce na téma "Transfer Learning in Reinforcement Learning".

Blahopřejeme!

Thursday, November 21, 2019

The aim of this event concluding the second year of COST Action European Network for Game Theory GAMENET is to present, discuss and share the progress on research made in the working groups of GAMENET:

Wednesday, June 19, 2019

Twenty three exceptionally outstanding young scientists were granted The Otto Wichterle Award, an honour given by the Czech Academy of Sciences. One of them is Ing. Ondřej Tichý, Ph.D. from Adaptive Systems Deparment.
Eva Zažímalová, the President of the Czech Academy of Sciences, has given the Otto Wichterle Award in villa Lanna in Prague.

Details here

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