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Seminar User‘s feedback in Preference elicitation

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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.

Submitted by neuner on

Seminar Transfer learning in Reinforcement learning tasks

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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.

Submitted by neuner on

Winter school of MTR, 2015

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The Winter School of Department of Decision-Making Theory is a popular meeting point of students and researchers from the department and other colaborating researchers from several Czech institutions as well as guests from abroad. It is held in the UTIA's chalet. The program of the 2015 edition of the MTR Winter School will consist mainly of tutorial talks given by participants.

27.1. - 1.2. 2015, Krušné hory, Mariánská.

Submitted by kratochvil on

Winter school of MTR, 2014

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Workshop Variational Analysis and Optimization organized by Department of Decision-Making Theory is a meeting of students and researchers from the department and other collaborating researchers from several Czech institutions. It is held in UTIA's chalet. The scientific program of the first edition of the Workshop will consist of talks given by participants and subsequent discussions on various topics of variational analysis and optimization in finite and infite dimensions.

14.2. - 18.2.2014, osada Mariánská

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Winter school of MTR, 2013

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The Winter School of Department of Decision-Making Theory is a popular meeting point of students and researchers from the department and other colaborating researchers from several Czech institutions as well as guests from abroad. It is held in the UTIA's chalet. The program of the 2013nd edition of the MTR Winter School will consist mainly of tutorial talks given by participants.

9.2. - 14.2. 2013, Krušné hory, Mariánská.

Submitted by kroupa on
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