Characterize the Lack of Robustness phenomenon

hpi-sam / Robust-Multi-Agent-Reinforcement-Learning-for-SAS

Research project on robust multi-agent reinforcement learning (marl) for self-adaptive systems (sas)

MIT License

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Characterize the Lack of Robustness phenomenon #50

Open jocodeone opened 2 years ago

christianadriano commented 2 years ago

Questions to answer: 1- How the lack of robustness phenomenon emerges (evidence)? 2- What is the root-cause (concept drift)? 3- How is it currently being mitigated (detect, reuse previous models or retrain the current model)? 4- What are the current inefficiencies (trial an error process of finding correct fix)?

jocodeone commented 2 years ago

@christianadriano Could you explain again what the lack of robustness phenomenon means?