How Reinforcement Learning Can Help In Data Valuation

It is well established that machine learning models perform better with well-curated large scale data. However, collecting and curating is one of the biggest challenges right now. There are billion-dollar companies like Scale.ai who set up their shop with the sole purpose to annotate data. The whole data collection process is so tedious that it has become profitable for few. But, we are still talking about what happens before data arrives at an ML pipeline.