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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
Let’s talk about reward and value
Published:
I will skip the notation and introduction on RL as a Markov Decision Process, for that you can refer to this blog. Here is a checklist of questions to ask yourself before proceeding:
- what $J(\theta)$ and $\nabla_{\theta} J(\theta)$ (recall policy gradient theorem) look like?
- what is $Q$, $A$, $V$?
- do you have 10 minutes to spare?
What is the architecture of an ideal agent?
Published:
Here is a beta version of an ideal agent that I have been thinking about, this helps me personally to categorize a large amout of new ML research paper to one of the boxes or arrows, and to identify gaps.
portfolio
publications
talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.