General

• Research idea: https://threadreaderapp.com/thread/1423499757591400448.html
• A Systematic Approach to Generation of New Ideas for PhD Research in Computing: https://www.sciencedirect.com/science/article/abs/pii/S0065245816300572
• Good source for a lot of stuff
  • https://github.com/ahmedbahaaeldin/From-0-to-Research-Scientist-resources-guide
• Good handbook about research https://agents.inf.ed.ac.uk/phd-handbook/
• [D] How do you find your collaborators in AI research? https://www.reddit.com/r/MachineLearning/comments/x79h3f/d_how_do_you_find_your_collaborators_in_ai/?utm_medium=android_app&utm_source=share
• Writing a research statement for the academic job market: https://let-all.com/assets/slides/How-to-COLT-Rocco.pdf
• Presentation: https://www.youtube.com/watch?v=qOKSnj9TaEI&list=PLgnQpQtFTOGSO8HC48K9sPuNliY1qxzV9
• Research Planning: https://deviparikh.substack.com/p/planning-paper-writing-553f497e8839?utm_campaign=post&utm_medium=web&utm_source=url
• How to write a good research code:
  • https://goodresearch.dev/roadmap.html
  • https://github.com/paperswithcode/releasing-research-code
• Awesome tips: ‣
• Lessons from a PhD student: https://web.eecs.utk.edu/~azh/blog/lessonsfrommyphd.html
• How to get your paper cited: https://twitter.com/jbhuang0604/status/1490559552475041795?t=--zGAeNHLr9wv1BkpgWaGg&s=09
• Novelty in science: https://perceiving-systems.blog/en/news/novelty-in-science

Cooperation is one of the most difficult elements to get right in multi-agent models such as those powered by reinforcement learning techniques. Effective cooperation dynamics in multi-agent have two main dimensions:

1) What levels of cooperation is needed for an agent to be effective?

2) Which are the right agents to cooperate with?

• https://jrodthoughts.medium.com/deepminds-new-game-to-improve-cooperation-in-multi-agent-models-f4253bc2e376

A key challenge in the study of multiagent cooperation is the need for individual agents not only to cooperate effectively, but to decide with whom to cooperate.

• Kopparapu, Kavya, et al. "Hidden Agenda: a Social Deduction Game with Diverse Learned Equilibria." arXiv preprint arXiv:2201.01816 (2022).

• How to make a poster?

  https://twitter.com/jbhuang0604/status/1518097856325996545?t=XJBJEnR7yyamT3mCWxaQ3g&s=09

• Academic writing advice for PhD students: https://twitter.com/lfoulkesy/status/1522260225599975424?t=5s27O77nvTLXVrZSIV53OQ&s=09

• https://towardsdatascience.com/guide-to-reading-academic-research-papers-c69c21619de6

https://github.com/pliang279/awesome-phd-advice