Interactive Flashcards

Retrieve the key concepts, equations, and intuitions from memory.

45 cards across five decks. Each deck opens with every card visible, so you can test yourself one card at a time or reveal the whole deck and read it as a revision sheet.

Deck	Size	Covers
Background	10 cards	Policies, Joint actions, States and observations, Partial observability, Shared rewards
Coordinate	10 cards	Joint actions, Non-stationarity, CTDE, Credit assignment, VDN and QMIX
Communicate	10 cards	Messages as actions, Message content, Capacity and noise, Communication cost, Learned protocols
Adapt	10 cards	Partner dependence, Training diversity, Agent modelling, Ad hoc teamwork, Cross-play
LLMs as Cooperative Agents	5 cards	LLMs as agents, Orchestrated and learned collaboration, Dec-POMDP mapping, Shared rewards and CTDE, Open questions

How to get the most from these

Read the question, answer it in your head or out loud, and only then reveal the card. The effort of retrieving something you half remember is what makes it stick, and skipping straight to the answer feels like learning without being it.

These cards test recall. The knowledge checks, worksheets and labs are where reasoning, calculation and experimentation happen.