nethack
NetHack Score
3260 papers • 126 benchmarks • 313 datasets
Mean in-game score over 1000 episodes with random seeds not seen during training. See https://arxiv.org/abs/2006.13760 (Section 2.4 Evaluation Protocol) for details.
(Image credit: Papersgraph)
Benchmarks
These leaderboards are used to track progress in nethack
Trend
Dataset
Best Model
Actions
NetHack Learning Environment
NetHack Learning Environment
Libraries
iUse these libraries to find nethack models and implementations
Datasets
Subtasks
No subtasks available.
Most implemented papers
The NetHack Learning Environment
Nantas Nardelli, Edward Grefenstette, Heinrich Kuttler, Alexander H. Miller, R. Raileanu, Marco Selvatici, Tim Rocktäschel•Sun May 31 2020
It is argued that NetHack is sufficiently complex to drive long-term research on problems such as exploration, planning, skill acquisition, and language-conditioned RL, while dramatically reducing the computational resources required to gather a large amount of experience.
209