Search Results for author: Tomas Brazdil

Found 1 papers, 1 papers with code

Reinforcement Learning of Risk-Constrained Policies in Markov Decision Processes

1 code implementation27 Feb 2020 Tomas Brazdil, Krishnendu Chatterjee, Petr Novotny, Jiri Vahala

The objective of risk-constrainedplanning is to maximize the expected discounted-sum payoffamong risk-averse policies that ensure the probability to en-counter a failure state is below a desired threshold.

Decision Making reinforcement-learning

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