Totally agreed. Even if it is capable of doing more, we should treat it as a level 3 equivalent of autonomous vehicles.

Is it okay to call RLHF as a synonym to Active Learning in RL?

You reviewed them?

Yup, not everything needs a deep learning solution

I'd recommend checking out the highly-cited papers on the topics of Meta Reinforcement Learning and Skill-based Reinforcement Learning, these two areas are chiefly focused around domain generalization.

I'd like to see more progress in Domain Generalization using (RL + X)

Hmm, I should prolly give this as a term project to the students and then they'll hate me even more 🤡

I'd suggest you should choose a field like mathematics or applied statistics as these majors provide you much more in-depth knowledge required for becoming a better machine learning engineer. You can learn IT/software skills by self, but missing this opportunity to learn the "core" of machine learning in math related majors can't be compensated later

Do share the link of your arxiv submissions (or wherever you published them) and give us a chance to read in-depth about your approach those ideas. Thanks

Mods must take down this irrelevant post