Search Results for author: Parand Alizadeh Alamdari

Found 2 papers, 0 papers with code

Be Considerate: Objectives, Side Effects, and Deciding How to Act

no code implementations4 Jun 2021 Parand Alizadeh Alamdari, Toryn Q. Klassen, Rodrigo Toro Icarte, Sheila A. McIlraith

We endow RL agents with the ability to contemplate such impact by augmenting their reward based on expectation of future return by others in the environment, providing different criteria for characterizing impact.

Decision Making reinforcement-learning

Formal Methods with a Touch of Magic

no code implementations25 May 2020 Parand Alizadeh Alamdari, Guy Avni, Thomas A. Henzinger, Anna Lukina

Machine learning and formal methods have complimentary benefits and drawbacks.

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