21 citations · 31 across the 8 of their papers we have counts for
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cs.LG2022
Bounded Robustness in Reinforcement Learning via Lexicographic Objectives
Daniel Jarne Ornia, Licio Romao, Lewis Hammond +2
Policy robustness in Reinforcement Learning may not be desirable at any cost: the alterations caused by robustness requirements from otherwise optimal policies should be explainabl…
cs.MA2022
Robust Event-Driven Interactions in Cooperative Multi-Agent Learning
Daniel Jarne Ornia, Manuel Mazo
We present an approach to reduce the communication required between agents in a Multi-Agent learning system by exploiting the inherent robustness of the underlying Markov Decision…