Jaromír Janisch

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Czech Technical University in Prague

Featured Co-authors

Tomáš Pevný
17 publications
Viliam Lisý
13 publications

Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks

We present a novel deep reinforcement learning framework for solving rel...
09/25/2020 ∙ by Jaromír Janisch, et al. ∙ 0 ∙ share

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Deep Reinforcement Learning with Explicitly Represented Knowledge and Variable State and Action Spaces

We focus on a class of real-world domains, where gathering hierarchical ...
11/20/2019 ∙ by Jaromír Janisch, et al. ∙ 0 ∙ share

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Classification with Costly Features as a Sequential Decision-Making Problem

This work focuses on a specific classification problem, where the inform...
09/05/2019 ∙ by Jaromír Janisch, et al. ∙ 0 ∙ share

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Classification with Costly Features using Deep Reinforcement Learning

We study a classification problem where each feature can be acquired for...
11/20/2017 ∙ by Jaromír Janisch, et al. ∙ 0 ∙ share

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