8 citations · 12 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 4 cited
SAT-MARL: Specification Aware Training in Multi-Agent Reinforcement Learning
Fabian Ritz, Thomy Phan, Robert Müller +8
A characteristic of reinforcement learning is the ability to develop unforeseen strategies when solving problems. While such strategies sometimes yield superior performance, they m…
cs.SE2019★ 8 cited
Adapting Quality Assurance to Adaptive Systems: The Scenario Coevolution Paradigm
Thomas Gabor, Marie Kiermeier, Andreas Sedlmeier +5
From formal and practical analysis, we identify new challenges that self-adaptive systems pose to the process of quality assurance. When tackling these, the effort spent on various…