I am working on fusing classical control with reinforcement-learning based control in drones. The good thing about RL is that it is adaptive and proactive - it tunes control from data as it streams and it learns to act with delayed feedback in mind. The bad thing is that it can be sample inefficient. It needs lots and lots of data. That is not good in a time-critical case such as when faults occur. I've come to enjoy…
Ask HN: What interesting problems are you working on?
251–260 of 633 posts
Re: Ask HN: What interesting problems are you working on?
#252Earlier quoted context omitted.
MuZero doesn't, but from what I know MuZero was only on par with AlphaZero, and while AlphaZero beat Stockfish initially, Stockfish has since caught up and continues to beat LeelaZero, an OSS implementation of AlphaZero in TCEC.
My understanding is that MuZero beats AlphaZero, but not by a significant amount. Even if Stockfish is better, to me at this point feels needless, given it’s highly unlikely a human over significant volume of matches would have any hope of beating any of them. It is possible that new approaches for masters might be found, but for average player, guessing it’s highly unlikely that anything new might be uncovered. Am I…
Computer chess is essentially a sport unto itself at this point, beating humans is sort of uninteresting, though I'm sure grandmasters will always find uses for ever stronger engines. They're mainly used to study openings, and since analysing from the start of the game is extremely complex, stronger engines are always helpful.
Re: Ask HN: What interesting problems are you working on?
#253Re: Ask HN: What interesting problems are you working on?
#254We have some pretty big clients using this in anger, and they’re wild about it.
It’s not glamorous work, but it’s important!
Re: Ask HN: What interesting problems are you working on?
#255I’m working on making body doubling a more main stream approach to accomplishing everyday tasks. Body doubling is known within the ADHD community and entails performing a task in the presence of another. More details here: https://www.healthline.com/health/adhd/body-double-adhd It helps to engage motivation by using another person as the proxy. I wrote a bit about how I think it works here: https://doubleapp.xyz/blog…
I don't know if I have ADHD or not, and I don't think so because I'm sometimes able to focus for hours if it's really an end-of-the-world type of situation, but just having someone passively working next to me is 100% useless. My girlfriend is always working next to me, and that doesn't prevent me from getting distracted every few minutes. The only thing it helps is for stuff like cleaning the house where the problem…
Re: Ask HN: What interesting problems are you working on?
#256I got deep into color contrast algorithms. Human vision is a rabbit hole indeed. You would think that this is a well established field. But then I found claims in online discussions (including at the W3C) that were obviously wrong on a mathematical level. The more I looked, the more the arguments fell apart. So instead of reading online discussions I concentrated on reading the actual formulas as well as research on…
Re: Ask HN: What interesting problems are you working on?
#257I'm working to reinvent personal websites. My goal is to replace social media with personal sites + newsletters, which are more distributed, privacy-friendly, and calm. https://postcard.page The product seems simple, but there are so many opportunities for optimization. There's caching, CDNs, custom domain support, dynamically-generated open graph images, image optimizations, email sending, email reputations, analyti…
Previously: https://news.ycombinator.com/item?id=21921176>
Re: Ask HN: What interesting problems are you working on?
#258To reduce the adverse effects of fake evidence (eventually called deepfake), off and on since 2004, and especially since ten years ago, I've been thinking up, NOT DETECTION methods, but prospective, pro-active methods to instrument a data stream, to increase the odds that video, audio, or other time-series data (including e.g. scientific experimental data) eventually can be proven to have been created from real life…
Re: Ask HN: What interesting problems are you working on?
#259Re: Ask HN: What interesting problems are you working on?
#260I’m working on making body doubling a more main stream approach to accomplishing everyday tasks. Body doubling is known within the ADHD community and entails performing a task in the presence of another. More details here: https://www.healthline.com/health/adhd/body-double-adhd It helps to engage motivation by using another person as the proxy. I wrote a bit about how I think it works here: https://doubleapp.xyz/blog…