edhu2017

9 ms·

1.
by edhu2017 1y ago
Care to elaborate how AZ/MZ are not model based? MuZero learns a transition function. AZ uses a known transition model to do planning, but I would still say that's model-based RL.
2.
Suika Reinforcement Learning Environment(github.com)
1 points by edhu2017 3y ago|0 comments
3.
Robot-Agnostic Model-Based Reinforcement Learning(edwardshu.com)
1 points by edhu2017 5y ago|0 comments
4.
Automatic Optical Illusions Using Python and OpenCV(github.com)
36 points by edhu2017 6y ago|19 comments
5.
by edhu2017 7y ago
Data-driven robot control methods for solving furniture assembly. It's an interesting problem, requiring both dexterous manipulation and long-term planning. It's also compositional, so I believe some form of hierarchical control a
6.
by edhu2017 7y ago
Hey all, I'm one of the authors of the environment. I'm excited to see what researchers will come up with to tackle the furniture assembly problem. Let me know if you have any questions or comments.
7.
IKEA Furniture Assembly Environment(clvrai.com)
2 points by edhu2017 7y ago|1 comments
8.
by edhu2017 8y ago
We don't plan too many meetings. Once a week for a lab wide meeting. Most of these meetings are casual and just discussions between cliques of phd students on specific topics.
9.
by edhu2017 8y ago
Being in the lab helps me focus on my thinking. I also discuss my current thinking and problems with my peers for critique, and I can do the same for them. I'm more conditioned to do research, and my mind wanders less in the lab. Howev
10.
by edhu2017 8y ago
Disclaimer: Our field is extremely competitive (deep learning) and other labs may have better working styles depending on their lab size and member composition. My lab's workload on average is 8 - 12 hours a day for 6-7 days a week, ra
11.
by edhu2017 8y ago
This is AI snakeoil.
12.
by edhu2017 8y ago
Agreed, reimplementation is pretty good for students to learn. Our lab requires everybody to work on an implementation project
13.
by edhu2017 8y ago
definitely has been done before.
14.
by edhu2017 8y ago
Good question, for me I programatically generate a folder with the hyperparameter key - values in the name and store the checkpoints under it. As you can imagine, it can get out of control quickly if not managed well, but it works for 1-3 p
15.
by edhu2017 8y ago
seems great for my reinforcement learning models. instead of parsing my hyperparameters through the tensorflow cli API and editing the training file a line at a time to take in an additional hyperparameter, I can just directly set them thro
16.
by edhu2017 8y ago
I think it's a great move. Prevents short term greedy shareholder strategies.
17.
by edhu2017 8y ago
Depends on how simple you want to get. If literally displaying text once in a while, you don't even need jekyll. If you are a blog writer, want some sort of templating / reusable snippets, or want cool themes then jekyll is good.
18.
by edhu2017 8y ago
fight on! these projects are interesting but i'm still a student
19.
by edhu2017 8y ago
I see, but I think for areas like Reinforcement Learning or sequence models though eGPUs would be significantly slower since you have to constantly shuttle new data into the GPU from your computer.
20.
by edhu2017 8y ago
Edit: This thread is helpful. https://www.reddit.com/r/MachineLearning/comments/6tyyyt/d_d...
21.
by edhu2017 8y ago
I heard the eGPU gets throttled memory wise because there are less pcie lanes. does this have a big impact on ML performance?
22.
by edhu2017 8y ago
Pruning, Weight Sharing and Quantization are commonly used techniques and can be done in tf.
23.
by edhu2017 8y ago
somebody with conjoined fingers!
24.
by edhu2017 8y ago
Total compensation: Definitely a wide range, but a few hundred K would be the median. Recruiting: one of my labmates flat out refused to do algorithmic interviews for a research position and the company still gave him an offer. Your project
25.
Building an Image Editor with HTML Canvases(edwardshu.com)
1 points by edhu2017 8y ago|0 comments
26.
by edhu2017 8y ago
most of the images won't load for me.
27.
by edhu2017 8y ago
whats the comparison between hammerjs and this?
28.
by edhu2017 8y ago
would like to see mathjax support
29.
by edhu2017 8y ago
It's not, because no one would use a coin with such imbalance in mining power. It would be all around more efficient for people to just donate to scientists.
30.
by edhu2017 8y ago
From my observations in my college, Google is starting to become the new "Microsoft". It is still seen as well paying, and nerdy but it is no longer new and exciting. Facebook is taking over Google's spot as the well establi

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