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weekly-research-diary's Introduction

Weekly Research Diary

My weekly research diary, see progress every week. Click every week (blue) to see the pdf file.

country

Some of my research tips, continually updated…

How to judge a paper worth reading?

I think a good paper have these factors:

1、won the best paper on a conference or workshop

2、highly cited papers

3、reported by some media or be concerned

4、follow well-known teams in the field

What should we do when doing research?

1、The best way to understand an academic field is to figure out its development

2、Using some efficient software or tools to help you. Using Mendeley or others as an reference management, using Onedrive or others to save data in the cloud, using Github to store code and manage versions…

3、We should not repeat the wheel, if someone else has already organized made it public, we can use it directly or improve it.

How to find new papers?

1、use software just like stork to get papers through the keywords

2、use Google scholar to follow the related researchers

Partial learning knowledge record

Probability theory

State-of-the-Art

https://paperswithcode.com/


Weekly diary construction:

1、to do list

2、weekly summary

3、paper review

Key Words: StarCraft map, Development of evolutionary computation with game

Key Words: survey, real-time strategy, StarCraft

Key Words: Mario, GAN, Generate game levels

Key Words: VizDoom, A3C, Multi-Task Learning

Key Words: Multi-objective, Game, NSGA-II

Key Words: CMA-ES, GAN, Deep Network Interpolation

Key Words: Hypernetworks

Key Words: Constrained MapElites, Feasible Infeasible 2-Pop

Key Words: only train once


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