Search Results for author: Ahmet Semi Asarkaya

Found 1 papers, 0 papers with code

Probabilistically Guaranteed Satisfaction of Temporal Logic Constraints During Reinforcement Learning

no code implementations19 Feb 2021 Derya Aksaray, Yasin Yazicioglu, Ahmet Semi Asarkaya

We propose a novel constrained reinforcement learning method for finding optimal policies in Markov Decision Processes while satisfying temporal logic constraints with a desired probability throughout the learning process.

Robotics Systems and Control Systems and Control

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