23 citations · 66 across the 4 of their papers we have counts for
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cs.LG2021★ 23 cited
Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting
Abdulmajid Murad, Frank Alexander Kraemer, Kerstin Bach +1
Data-driven forecasts of air quality have recently achieved more accurate short-term predictions. Despite their success, most of the current data-driven solutions lack proper quant…
cs.AI2021
Learning Task Agnostic Skills with Data-driven Guidance
Even Klemsdal, Sverre Herland, Abdulmajid Murad
To increase autonomy in reinforcement learning, agents need to learn useful behaviours without reliance on manually designed reward functions. To that end, skill discovery methods…