Dataset catalog
Filter by type, access, and pricing. Specs show before you open the product page.
MiniWoB++
Farama-maintained suite of 128 synthetic mini web-interaction tasks (button/form/date/inbox) with DOM+screenshot observations.
ScienceWorld
Text-based interactive environment covering elementary-science curriculum tasks (30 task types) with a dense reward in [0,1].
WebShop
Simulated e-commerce shopping environment: 1.18M real products and 12,087 instructions with a search/click action space and dense reward.
ALFWorld
Text-based embodied household RL environment aligning ALFRED tasks with TextWorld; 134 unseen eval games across 6 task types with an optional vision variant.
PettingZoo (Farama)
The standard Python API and reference environment suite for multi-agent RL, covering Atari (multiplayer), Classic board/card games, MPE, SISL, and Butterfly.
BabyAI
Grid-world instruction-following platform with a compositional synthetic 'Baby Language'; 19 levels of increasing difficulty, now part of Minigrid.
TextWorld
Microsoft's sandbox engine for procedurally generating and playing text-adventure games to train and evaluate RL agents; underlies ALFWorld.