Multiagent Soft Q-Learning

Multiagent Soft Q-Learning Ermo Wei, Drew Wicke, David Freelan, Sean Luke We published this in AAAI Spring Symposium 2018. https://aaai.org/ocs/index.php/SSS/SSS18/paper/view/17508/15482

Nix

I have been thinking about being able to reproduce results easily and quickly.  As you can read in my previous post about jupyter notebooks.  They will, at least in python let you do so.  However, when attempting to reproduce entire dependencies for your software so that you can easily install on another machine there is… Continue reading Nix

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Jupyter notebooks

Some interesting projects: Google has there own modified jupyter notebook that integrates into google drive: https://colab.research.google.com/ And there is Binder (beta) that will create an executable jupyter environment from a github repo with jupyter notebooks.  Then anyone can easily run your code. https://mybinder.org/

Better Explained

Really nice article on the fourier transform and also some other math explained more intuitively here.  

Papers We Love

Looks like a neat meet-up/website. https://github.com/papers-we-love/papers-we-love  

Bounty Hunting as Highest Response Ratio Next

My original bounty hunting paper could actually be considered a market implementation of the Highest Response Ratio Next. $$\text{Priority}=\frac{\text{Waiting Time} + \text{Estimated Run Time}}{Estimated Run Time}$$ The bounty assigned to tasks is set to some base bounty $$B_0$$ and a bounty rate $latex r$ which in the first bounty hunting paper was set to 100… Continue reading Bounty Hunting as Highest Response Ratio Next

The Morning Paper

Found a pretty cool site The Morning Paper.  The author goes over a CS paper every day during the week.  It is a broad range of interesting topics.

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