NetHack-2021

AIM

Designing an agent which can navigate the procedurally generated, ascii dungeons of Nethack 🏆

Todos (Feel free to add if you feel anything is missing):heavy_plus_sign:

• Develop a policy that favors the agent almost all the time.
• Model based vs Model free, battle for best
• Mix N Match different policies
• Make three independent agents where the third is a mix of the two.
• If using NN, optimize it using Neural Magic - Reduces inference time
• Maybe use stable baselines

In Progress ⛏️

• Working on creating a player using path finding algorithms (SSSP, ASSP etc) 💥

Done ✔️

• Not done

Gotchas

• Figure out how to deal with secret passage (Tentatively dealt with!) ▪️ 🔻

Algorithms (Add picture)

Using

Testings

• Add tests